S.

No Category Technology_Bucket Description

Innovating for Sustainability: Driving Smart Resource Conservation (Energy & Water) in Home
Smart Resource Appliances (Refrigerators, Air Conditioners, Washing Machines and Desert Air Coolers)
1 Hardware
Conservation

Innovating for Sustainability: Driving Smart Resource Conservation (Energy & Water) in Home
Smart Resource Appliances (Refrigerators, Air Conditioners, Washing Machines and Desert Air Coolers)
2 Software
Conservation

Smart Education, a Concept that Describes learning in digital age.it enables learner to learn
3 Hardware Smart Education more effectively, efficently, flexibly and comfortably.
Disaster Management includes ideas related to risk mitigation and Planning before, after or
4 Hardware Disaster Management Duration of Disaster.
Technology ideas in tertiary sectors like Hospitality, Financial Services, Entertainment and
5 Hardware Miscellaneous Retail.
Provide ideas in a decentralized and distributed ledger technology used to store digital
Blockchain & information that powers cryptocurrencies and NFTs and can radically change multiple sectors
6 Hardware
Cybersecurity

Renewable / Sustainable Innovative ideas that help manage and generate renewable /sustainable sources more
7 Hardware efficiently.
Energy
A solution/idea that can boost the current situation of the tourism industries including hotels,
8 Hardware Travel & Tourism travel and others.
Clean & Green Solutions could be in the form of waste segregation, disposal, and improve sanitization
9 Hardware system.
Technology
There is a need to design drones and robots that can solve some of the pressing challenges of
10 Hardware Robotics and Drones India such as handling medical emergencies, search and rescue operations, etc.

Transportation & Submit your ideas to address the growing pressures on the city’s resources, transport
11 Hardware networks, and logistic infrastructure
Logistics
12 Hardware Smart Vehicles Creating intelligent devices to improve the commutation sector
Agriculture, FoodTech & Developing solutions, keeping in mind the need to enhance the primary sector of India -
13 Hardware Agriculture and to manage and process our agriculture produce
Rural Development
Cutting-edge technology in these sectors continues to be in demand. Recent shifts in
MedTech / BioTech / healthcare trends, growing populations also present an array of opportunities for innovation.
14 Hardware
HealthTech

15 Hardware Heritage & Culture Ideas that showcase the rich cultural heritage and traditions of India
16 Hardware Fitness & Sports Ideas that can boost fitness activities and assist in keeping fit.
Ideas focused on the intelligent use of resources for transforming and advancements of
17 Hardware Smart Automation technology with combining the artificial intelligence to explore more various sources and get
valuable insights.
18 Hardware Toys & Games Challenges your creative minds to conceptualize and develop unique toys & games.
For use of travel or activities beyond earth's atmosphere, for purposes such as spaceflight or
19 Hardware Space Technology space exploration.
The student's focus should be on using Fusion's additive manufacturing capabilities. They
should aim to learn about additive manufacturing and its applications in aerospace design.
This includes studying how to design aerospace components with considerations for structural
integrity, and weight reduction. They should define project objectives and design constraints,
and then utilize generative design tools in Fusion to explore and generate optimized designs.
20 Hardware Smart Automation The student should evaluate these designs using simulation and analysis tools within Fusion.
They should refine and iterate on the designs to further enhance performance. Finally, they
should prototype and test the finalized design using appropriate 3D printing technologies.
Teams choosing to submit idea for Autodesk’s problem statement are required to request their
faculty (SIH SPOC) to fill this mandatory form. (https://forms.gle/SwfiFUDEiK73fVrx8) Fusion
combines additiveManufacturing
Computer-Aided manufacturing(CAM)
(3D printing) capabilities
is the use of softwarewith generative
and design features. It
computer-controlled
machinery to automate a manufacturing process. Based on that definition, you need three
components for a CAM system to function: Software that tells a machine how to make a
product by generating toolpaths. Machinery that can turn raw material into a finished product.
Post Processing converts toolpaths into a language machines can understand. From high-
21 Hardware Smart Automation efficiency roughing with Adaptive Clearing to simplified control of multi-axis machines with Tool
Orientation“ Teams choosing to submit idea for Autodesk’s problem statement are required to
request their faculty (SIH SPOC) to fill this mandatory form.
(https://forms.gle/SwfiFUDEiK73fVrx8) Autodesk Fusion makes it easy to program your CNC
machine, fast. Manufacture with 2.5, 3, and multi axis milling, probing, turning, mill-turning, and
profiling operations paired with a powerful post engine all included alongside professional
 Background: Solar panels are most efficient when they are directly facing the sun. However,
the sun’s position changes throughout the day and across seasons, which can reduce the
amount of sunlight that fixed solar panels receive. Description: Traditional solar tracking
systems often rely on electrical components and motors, which can be costly and require
Renewable / Sustainable maintenance. A non-electrical tracking system offers a sustainable and low-maintenance
22 Hardware alternative to enhance the efficiency of solar panels. Expected Solution: The problem
Energy
statement is to develop a cost-effective, non-electrical device that can accurately track the
sun’s movement and adjust the orientation of solar panels to maintain optimal exposure. This
device should be reliable, easy to install, and capable of operating without external power
sources.
Background: Public toilets are essential for maintaining hygiene in urban areas, but they often
face challenges such as high usage, maintenance issues, and water wastage. Description and
Expected Solution: An innovative public toilet design is required so that maximum usable area
gets cleans during the flushing and can be automated in a mechanized form (not electronic),
so that after the usage, the flushing system gets activated automatically, and the whole usable
23 Hardware Miscellaneous area gets cleaned.

Background: Angiography is a common medical imaging technique used to visualize the inside
of blood vessels and detect blockages. Description: However, typically medical tests like
radionuclide angiography involve the use of radioactive contrast agents, which can pose risks
to patients, including radiation exposure and allergic reactions. There is a growing need for
MedTech / BioTech / safer, non-invasive alternatives that can provide accurate diagnostics without these risks.
24 Hardware Expected Solution: The problem statement is to develop a cost-effective, non-invasive
HealthTech
technology that can accurately detect blockages in blood vessels without the use of
radioactive materials. This technology should be suitable for widespread clinical use and
provide reliable results comparable to conventional angiography.

Background: Access to proper sanitation facilities is a significant challenge in many rural

areas. Traditional flush toilets require a substantial amount of water, which may not be readily
available in these regions. Additionally, the cost and complexity of installing conventional
plumbing systems can be prohibitive. Description: A suction-based flush system offers a
potential solution by reducing water usage and simplifying installation and maintenance.
25 Hardware Miscellaneous Expected Solution: The problem statement is to develop a cost-effective, suction-based flush
system that can be easily deployed in rural areas. The system should minimize water usage,
be simple to install and maintain, and provide a hygienic and effective means of waste
disposal.

Background: The transportation of temperature-sensitive goods is a critical aspect of supply

chain management. Medicines, vaccines, and certain FMCG products require strict
temperature control to maintain their efficacy and safety. Description: Exposure to high
temperatures can compromise these products, leading to potential health risks and financial
MedTech / BioTech / losses. Traditional electronic temperature monitoring devices can be costly and may not be
26 Hardware feasible for all types of shipments. Expected Solution: Problem statement is to develop a cost-
HealthTech
effective, non-electronic chemical strip that changes colour or exhibits a visible change when
exposed to temperatures above a certain threshold. This strip should be easy to use, reliable,
and capable of providing a clear indication of temperature breaches during transportation.

Background: Glaucoma is a leading cause of blindness worldwide, and managing intraocular

pressure (IOP) is crucial for preventing disease progression. Description: Traditional methods
of measuring IOP, such as Goldmann applanation tonometry, require direct contact with the
eye, topical anaesthesia, and skilled personnel, making them less accessible for regular
MedTech / BioTech / monitoring. Non-contact methods, such as air-puff tonometry, offer a more convenient
27 Hardware alternative but are often limited to clinical settings due to their size and cost. Expected
HealthTech
Solution: Problem statement is to develop a cost-effective, portable, and non-contact device
that can measure IOP accurately and reliably with safety. This device should be easy to use,
and allowing patients to use at home.

Background: Water scarcity is a major challenge in agriculture, leading to inefficient water use
and reduced crop yields. Traditional irrigation methods often result in overuse or underuse of
water. Description: Develop a smart irrigation system that utilizes sensors and IoT technology
to monitor soil moisture levels and weather conditions. This system will provide real-time data
Agriculture, FoodTech & to farmers, enabling them to make informed decisions on irrigation scheduling, thus optimizing
28 Hardware water usage and enhancing crop yield. Expected Solution: A smart irrigation module integrated
Rural Development
with moisture sensors and a mobile application to provide farmers with timely irrigation alerts
and recommendations based on real-time data.
 Background: The AYUSH sector relies heavily on medicinal plants and herbs, which form the
backbone of traditional healing practices. However, physical gardens that are not accessible to
everyone. A Virtual Herbal Garden will bridge this gap by offering a digital platform where
users can explore, learn, and understand the significance of various medicinal plants from the
MedTech / BioTech / comfort of their homes. Description: Participants are tasked with developing a Virtual Herbal
29 Software Garden that is engaging, informative, and user-friendly. This virtual garden should include:
HealthTech
Interactive 3D Models: Realistic 3D models of medicinal plants that users can rotate, zoom,
and explore from different angles. Detailed Information: Comprehensive details about each
plant, including its botanical name, common names, habitat, medicinal uses, and methods of
cultivation. Multimedia Integration: High-quality images, videos, and audio descriptions to
enhance
Background:the learning
Yoga hasexperience. Search
gained global and Filter
recognition forOptions: Advanced
its numerous healthsearch functionality
benefits, including to
physical fitness, mental well-being, and stress reduction. As part of India's ancient heritage,
yoga is a key component of the AYUSH (Ayurveda, Yoga & Naturopathy, Unani, Siddha, and
Homoeopathy) systems of medicine, promoting holistic health practices. In today's digital age,
MedTech / BioTech / there is a growing demand for innovative solutions that combine traditional practices with
30 Hardware modern technology. A smart yoga mat equipped with AI and smart watch integration presents
HealthTech
an opportunity to enhance the yoga experience, making it more interactive, personalized, and
accessible. Detailed Description: The objective of this challenge is to design and develop a
Smart Yoga Mat that leverages AI capabilities to: Smart Watch Integration: Enable seamless
connectivity with smart watches to track key metrics such as heart rate, calories burned, and
workout
Tyre costduration.
is one ofThis
the integration should
most important O&Mprovide real-time
cost in dumpers.feedback
In high to users, dumpers
capacity helping them
of CIL,
the tyres are imported ones, and cost of such tyre is more than Rs. 25.00 lakhs each. Two
aspects are equally crucial for tyre management in a mine – The first is the proper assessment
of TKPH, and the second is proper maintenance of tyre pressure. Besides these two aspects,
proper tyre performance analysis is also important. TKPH: Tonne-Kilometer-Per-Hour It is
31 Hardware Smart Automation indicative of how much average load is carried by an individual tyre, for a given average speed
condition, during an entire shift of operation. TKPH = (Mean load on tyre in tonne) x (AWSS in
km/hour) Where, Mean Load is the average load in empty condition and loaded condition, and
AWSS is the Average Speed during the Work Shift. Assessing the correct TKPH requirement
by the user for a particular mining condition is the most important task. The user has to seek a
particular
Background:TKPH tyre from
ln Science the manufacturer.
Museums/ Manufacturer
Centres exhibits accordingly
are mostly manufactures
interactive in nature. and
Interactive exhibits are the lifeblood of science centers, but keeping them functioning smoothly
can be a challenge. It poses the problem of regular maintenance. It has also been observed
that defects remain unattended for long due to not being identified. It creates a genuine
problem for the visitors' experience and sometimes they are not aware of the optimum result.
32 Hardware Smart Automation Here lines the requirement for an automated defective exhibit identification system.
Description: It is a real-life problem in big Museum/ Science Museum/Centres, where there is
inadequacy of manpower. Following are the problems in a nutshell that arose due to unnoticed
and undiagnosed defects of the exhibits. High Maintenance Needs: Unlike static displays,
interactive elements have more moving parts, software, and technology that require regular
upkeep to function
1. Background. properly
UIDAI these are considered
has implemented asface
app-based ""golden parameters
authentication of any This
solution. particular
solution
uses the support of the backend service to secure the captured image using PKI technology,
so that it can be used by the authentication system. UIDAI intends to avoid this network call for
encryption and implement an in-device solution to enable PKI implementation. 2. Problem
Description. As part of the challenge, participating teams to develop a solution that is platform
33 Hardware Smart Automation agnostic i.e applicable for both Android and IOS platforms, and will derive the root of trust from
the hardware of the device. The key pair so generated with the help of hardware is to identify
the device uniquely and must connect it with IMEI number or any such unique number of the
mobile device. The solution must meet the following requirements:- 3. The proposed solution
must meet the following objectives. 3.1 Feature Requirement. The solution must use hardware
to generate aMilk
Background: key is
pair to uniquely
perishable identify
product, the device.
it requires The private
immediate key of the
processing certificate
after few hourspar(2-
4Hrs) of production, otherwise, bacterial load increases and milk gets deteriorate. At present
Methytene Blue Dye Reduction Test, commonly known as MBRT test is used as a quick
method to assess the microbiological quality of raw and pasteurized milk. This test is based on
MedTech / BioTech / the fact that the blue colour of the dye solution added to the milk get decolourized when the
34 Hardware oxygen present in the milk get exhausted due to microbial activity. The sooner the
HealthTech
decolourization, more inferior is the bacteriological quality of milk assumed to be. This test is
widely used at the dairy reception dock, processing units and milk chilling centres where it is
followed as acceptance/rejection criteria for the raw and processed milk. Further, processed
dairy products may also get spoiled in the supply chain for microbiological reasons.
Description:
Background:The lndiaabove mentioned
has emerged as MBRT
leadinghas
milktoproducer
be done country
under sterile
in theconditions. Take 10 ml
world, however
productivity of dairy animals is very low. To improve the productivity of animals a major focus
area is to breed these animals using semen from high genetic merit bulls through Artificial
lnsemination (Al). Al enables farmers to access the best bull (male) genetics. Farmers can
Agriculture, FoodTech & improve the production, health traits, fertility and longevity of their dairy cattle by using a
35 Hardware balanced approach to breeding. Animal health is also improved through the use of Al.
Rural Development
Description: For Al, the semen is inseminated into the female by placing a portion of it either in
a collected or diluted form into the cervix or uterus by mechanical methods at the proper time
and under most hygienic conditions. Ensuring the integrity of the cold chain from Semen
Production centres to the farmer's destination, where semen is utilized for artificial
insemination, is crucial for the effective functioning of the Al delivery system in lndia. Semen
 Background: Dual use precursor chemicals are substances that have legitimate industrial and
commercial applications but can also be used in the illicit manufacture of drugs. For e.g.
Opium is converted to Heroin using Acetic Anhydride and manufacturing of Methamphetamine
is done using Ephedrine or Pseudoephedrine. Precursor chemicals are essential in various
Blockchain & legal industries such as pharmaceuticals, agriculture, manufacturing etc., but their potential for
36 Hardware misuse necessitates strict regulation and monitoring. Appreciating this, Government of India
Cybersecurity
has put different levels of regulations on some of the precursor chemicals in India under the
Regulation of Controlled Substances Order, 2013. 7 widely misused precursor chemicals are
put under strictest of the controls, where in any firm dealing in any of these 7 chemicals are
required to maintain records and file quarterly reports with jurisdictional NCB Zonal Unit. Any
activity undertaken
Background: withAperture
Synthetic respect to thesesatellite
Radar chemicals like have
images manufacture, possession,
the capability for nightstorage,
time
imaging as well as imaging without being affected by clouds. Automatic change detection on
such images have wider application for various use cases. Description: Change detection
between two SAR (Synthetic Aperture Radar) satellite images are straight forward if they are
co-registered as the difference or ratio of corresponding pixels of the two images itself will give
37 Hardware Space Technology the change map. But such change maps will invariably have many natural changes as well like
water body extent, flood extent, snow cover and forest cover changes etc. Our interest is to
detect only man made changes and avoid natural changes. The solution can make use of
Sentinel 1 SAR Open source satellite images and Google Earth Engine platform to access
them. These images are co-registered by default. The GRD (Ground Range Detected)
intensity image
Background: version of of
Department theSpace
Sentinel
has1made
SAR is to be used.
available Please resolution
its medium note that images
satellitewith
images
through Boonidhi portal. Resourcesat satellite images (LISS IV sensor) are useful to extract
roads with width of 20 feet and above due to its resolution. Description Roads: are linear
features on satellite images and quite clearly visible for human interpretation because of their
linearity. Automated road extraction is required in view of very large volume of imagery
38 Hardware Space Technology available nowadays. The roads extracted must be saved to a GIS database. When there is a
change or new road development compared to previous image of the same area, there should
be an alert generated. Expected Solution: A software based solution is expected that has a
GUI to specify the area of interest for road extraction and alerts generation. Output should be
in the form of shapefiles with geographical references. It should make use of ISRO’s Boonidhi
images. The alert
Background: should beimaging
Hyperspectral sent to configured email ids.
acquires images with very narrow continuous wavelength
ranging from UV to LWIR which is beyond the visible spectrum. Using this continuous spectral
information classification of diverse material of interest can be done accurately. The availability
of huge information due to continuous spectral information improves data information content
Clean & Green but causing challenges in processing of hyperspectral images. An unsupervised learning
39 Hardware mechanism for detection of targets by optimizing Anomaly Detection in Hyperspectral Image
Technology
Processing using AI/ML can be used for it. Description: The above problem statement
envisages, that Hyperspectral data to be processed in such a way that to find spectrally
distinct and most informative pixels in the data to identify anomalies in the data. Before
processing of data, data correction methods, to improve interpretation of pixel spectra and
better result to
Background: analyse
During data(Collapsed
CSSR can be done. Different
Structure approaches
Search for de-noising
and Rescue) to remove
operations, NDRF noise
teams encounter challenges in identifying buried deceased bodies amidst rubble and debris.
Traditional search methods are often time-consuming and labor-intensive, hampering the
timely recovery of victims and increasing the risk of further casualties. Description: THe
problem statement envisions the need for innovative technology to improve the detection and
40 Hardware Disaster Management identification of buried deceased bodies during CSSR operations. Current methods such as
manual probing, canine search, and acoustic sensing have limitations in accurately locating
victims, especially in complex and hazardous environments. Expected Solution: An advanced
technology solutions leveraging hardware and software innovations is required to enhance
deceased body detection capabilities. This solution could involve the development of
specialized
Backgroundsensors, imaging devices,
and Description: or drones
In Grey Water equipped with
Management, thermal imaging
the appropriate and ground-
technology
interventions should be consistent with the broad principles of Reduce (i.e. Judicious use of
fresh water which will result in less generation of a minimum quantity of grey water) Reuse (i.e.
reuse of grey water for Kitchen garden, and treated water for irrigating crops, toilet flushing,
Clean & Green vehicle washing etc.) and Recharge (i.e. adoption of technologies such as soakage pit and
41 Hardware leach pit). Greywater Management is encouraged to be implemented as close to source as
Technology
possible to reduce cost and complexity. Preferably, greywater should be managed at the
household level, with community-level management as a secondary option, and management
at the Drain End Point considered only as a last resort.

Background and Description: In Bio slurry production at village level, we witnessed few
challenges and issues accociated with handling, utilization and some common issues with bio-
slurry are Pathogen Contamination Accumulation, Anaerobic, Conditions, Transport and
Storage. Expected Solution: a. Simple control systems and/or instrumentation for small biogas
Clean & Green plants that will allow better process control leading to effective digestion and improved yield of
42 Hardware biogas b. Low-cost kits to measure nutrient content of F/L OM c. Low-Cost enrichment models
Technology
for F/L OM (Fermented/Liquid Organic Manure)
 Background and Description: The Jal Jeevan Mission (JJM) is a flagship initiative of the
Government of India aimed at ensuring safe and sustainable drinking water to all rural
households in the country. An essential aspect of the mission's success is not only ensuring
access to water but also guaranteering its quality. Residual chlorine/Silver ion levels indicate
the efficacy of water disinfection, bacteriological contamination poses significant health risks.
43 Hardware Smart Automation Existing methods for testing water quality at the household level often lack reliability,
accessibility, and affordability. The main aim of the technology challenge is to develop three
distinct personalised testing kits (For measuring Residual chlorine, residual silver ion and/or for
Bacteriological contamination) that are cost-effective, easy to use, and could measure both
residual chlorine levels and bacteriological contamination at the household level. Thse devices
are intented
Autoflow to tap
wells empower rural
aquifers communities
in which to conduct
groundwater their
occurs own assessments
in pressurised of water
condition. quality,
As a result
of this water flows from such well automatically and pumping devices are not required. Such
autoflow wells are observed mostly in the Terai region of India. As shown by the aquifer
mapping studies, the extents of autoflow areas are shrinking in parts of Uttarakhand and
elsewhere. Many private wells in these terrains are without any cap or tap and water flows
44 Hardware Miscellaneous continuously leading to huge groundwater losses. Further, measurement of head (water level)
in these wells is a challenge as water flows automatically from these wells. Usually an
additional pipe is attached above the ground level and the water level in such a pipes is
measured manually. The proposal is to develop a device that can serve two purposes- i) it will
work as a safe cap for the well with a tap for regulating water flow and ii) a pressure
transducer
Background: based sensor
The use that can
of Earth sense theSatellite
Observation pressure and translate
(EOS) it infor
technology terms of height
estimation of (in m)
seasonal Actual Evapotranspiration (AET) of crops at various growth stages is well establishd.
Due to low levels of water metering in irrigation, it is challenging to control theft from canals
and unauthorized ground water extractions. Therefore, ET based technologies can enforce
water accounting / auditing and thus enhance Water Use Efficiency (WUE). However, the EOS
45 Hardware Robotics and Drones based ET technology has certain limitations i.e. low accuracy under cloudy conditions and low
resolutions. Therefore, the drone-based ET systems can be used to bridge this data gap.
Description: The idea is to estimate the actual water consumption by the crops (i.e. AET) in a
targeted irrigated command area (ranging from 50 Ha to 5000 Ha) with the help of a drone
based system. This system should have a portable drone control module along with an in-built
Artificial
Background:Intelligence and Machine
The increasing Learning
adoption (AI&ML)energy
of renewable mechanism to work
sources out AET
like solar and and
windcalibrate
presents significant challenges due to their intermittent nature. This variability can strain the
power grid, leading to inefficiencies and reliability issues. Traditional grid infrastructure is not
designed to handle these fluctuations effectively, resulting in energy wastage and a reliance on
Renewable / Sustainable fossil fuel-based backup power. Energy storage systems (ESS) offer a potential solution by
46 Hardware storing excess energy generated during peak production periods and releasing it during times
Energy
of high demand or low generation, ensuring a stable and reliable power supply. Description:
The task is to design an innovative and efficient energy storage system to integrate
intermittent renewable energy sources and stabilize the grid. This requires addressing several
key challenges: high costs, technological limitations, and regulatory barriers. Current ESS
technologies, such as power
Background: Thermal lithium-ion batteries,
plants, pumped
that burn hydro storage,
coal, produce and flow
a substantial batteries,
amount each
of ash,
including fly ash and bottom ash, as byproducts. The disposal of this ash presents significant
environmental challenges, such as land degradation, groundwater contamination, and air
pollution. Traditional disposal methods like landfilling or Ash dykes are not only unsustainable
Renewable / Sustainable but also lead to challenges in ecological restoration. Despite the potential for beneficial use in
47 Hardware various industries, a large portion of ash remains underutilized. Description: Current methods
Energy
for managing and disposing of ash from power plants are inadequate and environmentally
detrimental. The accumulation of ash in landfills poses serious environmental risks, including
soil and water pollution. Additionally, these disposal methods fail to leverage the potential
value of ash in other applications. There is a critical need to develop sustainable and
economically viable solutions
Background: Green hydrogen,for repurposing
produced fromthis ash, transforming
renewable it fromoffers
energy sources, a waste product
a game-
changing solution for decarbonization. Unlike its fossil fuel counterpart, green hydrogen emits
no greenhouse gasses at the point of use, making it ideal for hard-to-electrify sectors like
heavy industry, long-distance transport, and steel production. This clean fuel can power
Clean & Green vehicles and industrial processes, slashing emissions and combating climate change.
48 Hardware Furthermore, green hydrogen's potential for energy storage allows for a more balanced and
Technology
resilient renewable energy grid. As we strive for a net-zero future, green hydrogen is a crucial
tool for a cleaner and more sustainable tomorrow. Description: Green hydrogen's potential for
clean energy is undeniable. However, its widespread adoption faces a significant roadblock:
high levelized cost. This cost, encompassing production, storage, and transportation, makes
green hydrogen
Background: less competitive
Management compared
of solid tobeen
waste has traditional
one offossil fuels.
the key This disparity
problem in most discourages
of the cities
around the world. The failure is evident from burgeoning growth of landfill site into mountain of
MSW. Waste management accounts for a comparatively very high share of national GHG
emissions in several countries worldwide. Emissions of methane following the disposal of
Clean & Green waste in landfill account for a large share of GHG emissions from waste management.
49 Hardware Description: With increasing pressure of development and urbanization, the need for efficient
Technology
municipal service delivery is also growing rapidly, which the municipal bodies are very often
unable to cope with. This is true in case of solid waste disposal and management as well. The
main objectives of solid waste management are to reduce the amount of waste that ends up in
landfills, promote recycling, and minimize the negative effects of waste on the environment
and human health Expected Solution: Developing Community based solution for collection and
 Background: Coal is the most important and abundant fossil fuel in India. It accounts for 55%
of the country's energy need. The country's industrial heritage was built upon indigenous coal.
Our countries major production of Electricity is achieved through coal fired thermal power plant
which is around 3/4th of the total power generation and also the biggest source of Carbon
Clean & Green emission. India updated its NDC according to which the target: To reduce emissions intensity
50 Hardware of its GDP has been enhanced to 45% by 2030 from 2005 level. India's also creating energy
Technology
transition pathway to shift from fossil fuels to renewable energy sources to reduce the effects
of climate change and promote sustainability. However, owning to energy security issue the
role of coal cannot be ruled out in immediate future till various storage solution gets mature
and become available at affordable cost. Description: Carbon Capture, Utilization, and Storage
(CCUS) is a promising
Background: technology
Decarbonization that canmanufacturing
of chemical help India meet
is its energy
crucial for security
achievingand
Netemission
Zero
2050. The transition towards carbon-neutral chemical production is challenging due to the
fundamental reliance of the chemical sector on petrochemical feedstock. Electrolysis- based
manufacturing, powered with renewables, is a rapidly evolving technology that might be
Clean & Green capable of drastically reducing CO2 emissions from the chemical sector. Description: Co-
51 Hardware electrolysis, also known as syntrolysis, is an alternative technology that uses electrolysis to
Technology
convert renewable electricity into syngas for the co-production of methanol and ammonia. The
process involves three main steps: 1. Hydrogen production: Using water electrolysis,
renewable electricity is used to produce hydrogen. 2. CO2 utilization: CO2 is used in the
process. 3. Methanol synthesis and purification: Methanol is synthesized and purified
Expected
Background:Solution:
NeedsDesign and development
an internal communicationof including
the co-electrolysis process
Deaf people. (materials,
Maybe one wantsreactor,
to be
able to communicate with one desk to another desk in office premises. Or in a case one
upstairs in a bedroom doing some work and wants to know when dinner will be ready. Maybe
the person is too weak to get up and shout down the stairs to find out if so, then this simple
intercom will help him or her to get the information he or she needs. Deaf people are not able
52 Hardware Miscellaneous to hear and don't use oral language, they can see and communicate in Sign language and
Sign language is a Visual language. So video call communication devices will be more
accessible for the Deaf. Vibration sensors also will be help out in emergency to forward the
information. It works without any charges like the telephones. Description: In an office,
business organization, Shops, stores and stressful in relating/delivering information to each
other within aChildren
Background: particularwith
building. The
Specific servants
Learning find it laborious
Disability (SLD)whogoing to the
faces boss always
challenge of writing
during their academic life especially during examinations where they need the provisions of a
scribe. The purp ose of rehabilitating people with disabilities is to reduce the dependence on
other people. In order to achieve this fundamental right to be independent, it is important to
develop innovative strategies and solutions to come up with some hardware tools like writing
53 Hardware Smart Education penand writing pad for children with specific learning difficulties so that their academic life does
not become a hurdle in realising their full potential. The innovative technology or solution
should be cost effective and easily usable so that children with all strata can afford to use this.
Detailed Description: In India, the Central Board of Secondary Education (CBSE) and other
educational boards provide several relaxations for students with learning disabilities (SLD)
during examinations
Background: such
As per the as having
census a Disability
2011, scribe during exams.
is more A scribe
common writes people.
in elderly answersOne
as of the
major reasons for disability among the elderly people is falls. Every year, one-third of
community-dwelling older adults (adults aged 65 and older) experience a fall. Falls, defined as
“unexpected event[s] in which the participant comes to rest on the ground, floor, or lower
MedTech / BioTech / level,” are responsible for a wide range of negative health outcomes. Falls are the leading
54 Hardware cause of injury-related deaths among older adults, and the age-adjusted fall death rate (64
HealthTech
deaths per 100,000 older adults) increased by 30%. Additionally, the psychological impact of
falling can cause older adults and their caregivers significant fear about the risk of falling
again. This fear of falling can have an accumulating effect whereby the fear of falling causes
individuals to limit their everyday physical activities, which in turn makes them weaker and
more susceptible
Background: Withto future
the loss falls.
of anIn fact, limb,
upper studies have shown
activities of dailythat falling
living once
(ADL) doubles
become the
more
challenging for the affected person. Functional body powered upper limb prosthesis can
replace the functions of upper limb for ADL activities up to some extent. But in higher level of
upper limb amputation, it becomes difficult for the patient to manage ADL activities. The
MedTech / BioTech / requirement of externally powered prosthesis such as myoelectric prosthesis plays a vital role
55 Hardware in this aspect. Description of Problem statement: A myoelectric prosthesis is an externally
HealthTech
powered prosthesis which is controlled by muscle contraction (muscle action potential). In
market, many variants of myoelectric prostheses are available with various features. The most
important feature of these prostheses is the grasping pattern types and also it indicates about
movement of different fingers in prosthesis. Because it is expensive, access to these high-end
prosthesesbecomes
Background: We have challenging for patients
large numbers with upper
of Electrical limb amputation
pole lights installed at living
parkingin developing
area and
station area. Though these lights are equipped with earth leakage protection switch gear but in
case of malfunctioning, it may prove to be dangerous for the public. Also, to check all the
system earthing, huge manpower is required. Description: To address this challenge there is a
need of sensor-based system which can continuously monitor the healthiness of earth leakage
56 Hardware Miscellaneous current, the continuity of the earthing for all electrical system and also alert the maintenance
team in case of any malfunction. The sensor-based system can take feedback from the panels
and transmit the same to a centralized location. This system shall also monitor the earth
resistance value of earth pits/earth grid and shall give audible and visual alert in case of any
deviation from the specified value. Expected Solution: This system shall monitor the
healthiness of earth leakage in switchgear, the continuity of the earthing for all electrical
 Background: There are a large number of tunnel booster fans (TBF) of different capacity
installed in tunnel area at underground metro stations. These IBFs have different maintenance
schedules and frequency prescribed by OEM. The TBF's are not operated regularly but are
tested during mock drills. The exercise of scheduled preventive maintenance of this equipment
involves a large number of manpower and risk of working at height. The Condition-based
57 Hardware Miscellaneous maintenance in place of scheduled preventive maintenance would be very helpful in optimizing
the maintenance and manpower cost involved. Description: To optimize the maintenance and
manpower cost there is a great need of developing a condition-based monitoring and
maintenance system. The historical data pertaining to failures along with the symptoms, the
permissible limits of different parameters. the previous maintenance records of TBF shall be
fed into the AlRails
Background: basedarecondition
used formonitoring system.
the movement The Al
of trains based
and system
if there shall defects
are major analyze in
and
the
track then accident may happen or riding comfort in train may be compromised. Rail defects
such as cracks, fractures, and wear are critical issues in the railway industry, leading to safety
hazards, operational disruptions, and increased maintenance costs. Early detection and
Transportation & prediction of these defects are essential for ensuring the reliability and safety of railway
58 Hardware infrastructure. These defects are to be noticed while train is moving. Description: The problem
Logistics
statement aims to develop an Al-based acoustic wave monitoring system for the early
detection of rail defects and prediction of wear and quality parameters. The system will utilize
acoustic waves to transmit to the rail tracks and its pattern will be monitored. The system will
be capable of distinguishing between normal operating conditions and the presence of defects
or abnormal wear
Background: patterns.
In Metro Expected
network variousSolution: Thecards
electronics proposed solution will
and equipment are involve thewhich
installed
have to work nearby high voltage power supply, therefore the functioning of these cards may
be affected due to the EMI/EMC generated due to above power supply. Therefore, the
measurement of EMI/EMC in environment is essential requirement in metro system; however,
traditional measurement instruments for these parameters are often bulky, expensive, and
59 Hardware Miscellaneous require specialized skills to operate so need to develop portable EMI EMC meter Description:
The problem statement aims to develop a series of portable meters for measuring
electromagnetic interference (EMI), induction, torque, and adhesion, catering to the needs of
diverse industries. These portable meters will be compact. lightweight, and user-friendly.
allowing for easy deployment in various environments and applications. The EMI meter will be
capable of detecting
Smart Education, and analyzing
a Concept electromagnetic
that Describes learningemissions from enables
in digital age.it electronic devices,
learner to learn
60 Software Smart Education more effectively,efficently,flexibly and comfortably.
Disaster Management includes ideas related to risk mitigation and Planning before,after or
61 Software Disaster Management Duration of Disaster.
Technology ideas in tertiary sectors like Hospitality, Financial Services, Entertainment and
62 Software Miscellaneous Retail.
Provide ideas in a decentralized and distributed ledger technology used to store digital
Blockchain & information that powers cryptocurrencies and NFTs and can radically change multiple sectors
63 Software
Cybersecurity

Renewable / Sustainable Innovative ideas that help manage and generate renewable /sustainable sources more
64 Software efficiently.
Energy
A solution/idea that can boost the current situation of the tourism industries including hotels,
65 Software Travel & Tourism travel and others.
Clean & Green Solutions could be in the form of waste segregation, disposal, and improve sanitization
66 Software system.
Technology
There is a need to design drones and robots that can solve some of the pressing challenges of
67 Software Robotics and Drones India such as handling medical emergencies, search and rescue operations, etc.

Transportation & Submit your ideas to address the growing pressures on the city’s resources, transport
68 Software networks, and logistic infrastructure
Logistics
69 Software Smart Vehicles Creating intelligent devices to improve the commutation sector
Agriculture, FoodTech & Developing solutions, keeping in mind the need to enhance the primary sector of India -
70 Software Agriculture and to manage and process our agriculture produce
Rural Development
Cutting-edge technology in these sectors continues to be in demand. Recent shifts in
MedTech / BioTech / healthcare trends, growing populations also present an array of opportunities for innovation.
71 Software
HealthTech

72 Software Heritage & Culture Ideas that showcase the rich cultural heritage and traditions of India
73 Software Fitness & Sports Ideas that can boost fitness activities and assist in keeping fit.
Ideas focused on the intelligent use of resources for transforming and advancements of
74 Software Smart Automation technology with combining the artificial intelligence to explore more various sources and get
valuable insights.
75 Software Toys & Games Challenges your creative minds to conceptualize and develop unique toys & games.
For use of travel or activities beyond earth's atmosphere, for purposes such as spaceflight or
76 Software Space Technology space exploration.
 Design an autonomous water surface cleaning robot, to automate the task of cleaning water
surfaces. These robots are particularly useful in environmental protection efforts, as they can
perform high-efficiency cleaning without human intervention. It can be autonomous or remote-
controlled. The robot needs to be lightweight and flexible for easy transportation. The
specifications are as follows: Length × Height × Width - 2.5 m × 1.5 m × 0.75 m Weight - 80 kg
77 Software Robotics and Drones Maximum Speed - 1.5 m/s Trash Payload - 25 kg Project submission must include conceptual
sketches and images in the PPT presentation. At least one component must be optimized
using the generative design module. The robot should incorporate Industry 4.0 applications,
such as IoT and AI, for a smart and efficient cleaning solution. Teams choosing to submit idea
for Autodesk’s problem statement are required to request their faculty (SIH SPOC) to fill this
mandatory
Background: form.
Ever(https://forms.gle/KfBguyYGHmv5RQ778)
since the birth of AI and computer vision, Autodesk
modeling Fusion is a cloud-based
conversations remains
one of the field’s challenges, especially to combine both natural language processing and
image recognition. Chatbots are now widely used as part of platform as applications like
Apple’s Siri, Google’s Google Assistant or Microsoft’s Cortana. Detailed Description:
Generally, a conversational Chatbot is an application that is able to communicate with humans
78 Software Smart Automation using natural language. However there exists a need for an image recognition deep learning
based Chatbot is an application to recognize the images, uploaded by user and answer the
questions about the image. The main problem domain of this project is building a image
recognization Chatbot, which is capable of recognize the object in an image and generating
the best response for any the user’s query about the image. Expected Solution: Image
recognition
Background:Chatbot is expected
The growing to detect
concern for the the object
safety in the image
of women and
and the have the
increase in related dialog
crimes against
women in various cities, highlight the need for advanced surveillance and analytical solutions
to protect women from various possible threats. We need a promising approach to address
these issues through real-time threat detection software. Detailed Description: By leveraging
advanced analytics through real-time monitoring, Women Safety Analytics should create safer
environments for women and assist law enforcement in effectively addressing and preventing
crimes against women. The proactive approach of detecting anomalies and generating alerts
can play a crucial role in enhancing public safety and fostering a secure atmosphere for
women. Women safety analytics software should continuously monitor the scene to count the
number of men and women present, offering insights into gender distribution in specific
locations and times. It should identify unusual patterns, such as a lone woman at night,
unusual gestures and generates alerts to pre-empt potential incidents. Advantages of the
system: ? By providing real-time monitoring and alerts, the system helps to create a safer
79 Software Miscellaneous environment for women. ? Early detection enables law enforcement to intervene before
situations escalate. ? Continuous analysis provides valuable data to identify hotspots and
trends, aiding in strategic planning for city safety Expected Solution: Women safety analytics
should include the following functionalities 1. Person detection along with Gender
Classification 2. Gender Distribution : Count the number of men and women present in the
scene 3. Identifying a Lone Woman at Night time 4. Detection of a Woman Surrounded by
Men 5. Recognizing SOS situation through gesture analytics 6. Identifying hotspots where
incidents are more likely to occur, based on the past alerts

Description: The world today has bought on a need to pay increased attention to safety and
security issues, for example, search and rescue operations, surveillance, and protection of
critical infrastructure. These tasks are often labour intensive and potentially dangerous. This
provides an incentive to create systems that aid operators to gain situational awareness. In
this regard, unmanned aerial vehicles, pose a significant threat to privacy and security. To
80 Software Robotics and Drones understand and assess this threat, classification between different drone models and types is
required. One way in which this has been demonstrated experimentally is through this use of
micro-Doppler information from radars. Normally birds and drones are often confused and
there is need for a method which clarifies their corresponding class. Background: Due to
substantial increase in the number of affordable drones in the consumer market and their
regrettable
Background: misuse,
Urban there
areasisoften
a need
facefor efficient technology
significant to detect
traffic congestion, drones inatairspace.
especially Drone
intersections
where multiple routes converge. Traditional traffic management systems rely on pre-set traffic
light timings, which may not adapt well to fluctuating traffic conditions. This can lead to
increased waiting times, fuel consumption, and emissions. Description: An AI-based traffic
management system can dynamically adjust traffic light timings based on real-time traffic data,
81 Software Smart Automation improving traffic flow and reducing congestion. Expected Solution: Problem statement is to
develop a smart, AI-based traffic management system that can monitor traffic conditions in
real-time and adapt traffic light timings accordingly. The system should be capable of handling
heavy traffic from multiple directions and optimizing traffic flow to minimize delays and improve
overall efficiency.
 Background: Gujarat has long been a leader in fostering innovation and entrepreneurship. The
state is home to numerous research institutions, start-ups, and innovation hubs that drive
economic growth and technological advancement. However, the current systems for
monitoring and managing research activities, intellectual property rights (IPR), innovation
developments, and start-up growth are fragmented and inefficient. Information is dispersed
82 Software Smart Education across various departments and organizations, leading to challenges in data accessibility,
transparency, resource allocation, and overall management. To address these issues, there is
a need for a comprehensive web application that can unify and streamline these processes,
enhancing efficiency and productivity. Detailed Description: The proposed comprehensive web
application aims to address the key challenges faced in monitoring and managing research,
IPR, innovation,
Background: and associations
Alumni start-ups in Gujarat. The application
play a pivotal will serve
role in fostering as aconnections
lifelong centralized platform
betweento
graduates and their alma mater, facilitating networking, mentorship, and philanthropic support.
However, many alumni associations face challenges in maintaining engagement, facilitating
donations, and providing valuable services such as job networking and tracking alumni
success stories. A comprehensive Alumni Association platform for a University/Institute,
83 Software Smart Education encompassing both web and mobile applications, aims to address these challenges effectively.
Detailed Description: The proposed Alumni Association platform for the Government
Engineering College will feature robust functionalities accessible through both web and mobile
applications: Alumni Registration: User-friendly registration processes on both web and mobile
platforms, allowing alumni to join the association, update their profiles, and stay connected
with peers and
Background: the institution.
“Inclusivity” is theDonation
motto of Portal: Secure
Education mechanisms
department, on both platforms
Government for
of Gujarat.
Opportunity for all is the new slogan and The Indian Government has come up with Indian
Sign Language. There has been lot of work in done in American sign language and focusing
on interpretation in English. Majority schools in India adopt local language. In Gujarat, the deaf
and mute students would be learning Gujarati by sign language. There are two general
84 Software Smart Education methods of deaf education are manualism and oralism..The students learn at school but at
home if they want to practice material in Digital form is in limited form especially considering
Indian Sign Language and Gujarati as local language. Detailed Description: The proposed
comprehensive Mobile Application aims to address the key challenges faced in learning
beyond classroom by deaf and mute students. The key features of the application include:
Interpretation of Alphabets
Background: Himachal and numbers
Pradesh, in Gujarati:
a northern Explaining
state in India, the alphabets
is renowned and numbers
for its apple in
production,
contributing significantly to the local economy and livelihoods. With an annual apple production
of approximately 600,000 metric tons, the region's apple orchards face challenges related to
tree health monitoring, nutrient management, pest and disease control, and accurate
production estimation. Traditional methods for managing these aspects are labor-intensive,
time-consuming, and often lack precision. Modern technology, particularly drone-based
systems, offers a promising solution to enhance efficiency, accuracy, and profitability in apple
orchard management. Description: 1. Monitoring Tree Health Objective: Utilize drone
technology to monitor the health of apple trees across extensive orchards efficiently. Method: •
Multispectral Imaging: Drones equipped with multispectral cameras will capture detailed
images of apple orchards. These images can be analyzed to assess various health
parameters such as chlorophyll content, leaf moisture, and overall vitality of the trees. •
Thermal Imaging: Thermal sensors can detect temperature variations in the canopy, helping
identify water stress and early signs of disease or pest infestation. Implementation: • Regular
drone flights over the orchards, especially during critical growth stages. • Image analysis using
AI algorithms to detect anomalies and provide actionable insights to farmers. 2. Managing
Agriculture, FoodTech & Nutrients, Pests, and Diseases Objective: Develop an integrated pest and nutrient
85 Hardware
Rural Development management system using drones for precise application and monitoring. Method: • Precision
Agriculture: Drones can apply fertilizers, pesticides, and fungicides precisely where needed,
reducing wastage and environmental impact. • Real-Time Monitoring: Continuous monitoring
for signs of nutrient deficiencies, pest outbreaks, or disease symptoms using advanced
imaging techniques. • Data Analytics: Use of machine learning to predict pest and disease
outbreaks based on historical data and current environmental conditions. Implementation: •
Implementing a scheduled drone surveillance program to monitor and apply treatments as
needed. • Training local farmers on interpreting data and taking timely actions based on drone-
generated reports. 3. Production Estimation Objective: Accurately estimate apple production to
facilitate better planning and market strategies. Method: • Image Analysis: Using high-
resolution images to count blossoms and estimate fruit set. • Machine Learning Models:
Developing models that predict yield based on factors like tree health, climatic conditions, and
historical yield data. Implementation: • Conducting pre-harvest drone surveys to estimate
production. • Using data to optimize logistics, storage, and market supply. 4. Creating
Marketing Tools Objective: Leverage technology to create effective marketing tools that
enhance the visibility and profitability of apple produce. Method: • Virtual Tours: Creating
virtual tours ofEfficient
Background: apple orchards using drone
bus scheduling footage
and route to attract
planning are tourists and
essential forbuyers. • Traceability
the smooth
operation of public bus transport services. Currently, the Delhi Transport Corporation (DTC)
relies on manual methods for scheduling and planning, which are time-consuming and
resource-intensive. To improve operational efficiency, reduce errors, and enhance service
reliability, DTC needs an automated software solution capable of handling both linked and
86 Software Smart Vehicles unlinked duty scheduling. Additionally, the solution should facilitate route management by
mapping all existing routes and highlighting overlaps with proposed new routes. This project
aims to develop a comprehensive software solution to streamline bus scheduling, optimize
resource utilization, and improve route planning. Detailed Description: The Automated Bus
Scheduling and Route Management System will utilize lgorithms, data analytics, and
geographic information system (GIS) technologies to automate various aspects of bus
 Background: This problem requires an innovative approach to enhance the efficiency and
transparency of faculty self-appraisal in the university settings. Through a robust web-based
platform, the system should address the complexities associated with traditional evaluation
processes. It should capture and manages intricate details of faculty activities, encompassing
research publications, event participation, seminars, projects, and lectures. The project must
87 Software Smart Education aim to create a user-friendly environment for faculty members, optimizing the self-appraisal
experience. Employing a secure registration and login system ensures data confidentiality and
personalized access. The meticulous automated tracking of research outputs (as done
automatically by google scholar) and academic engagements streamlines the evaluation
process, providing a consolidated record for administrators. By introducing features for logging
events, seminars.
Description: projects, and
1. Background: For lectures, the system
a much simplified andoffers
initiala solution,
holistic view
inputof(publication
faculty record)
can also be provided in a consolidated single bibtex file. However, it is desirable to provide
input as an excel sheet, as mentioned earlier. 2. Description: The proposed solution should be
able to crawl different popular academic databases, like Google Scholar, DBLP, etc. Often it is
desired to have a publication record in a specific period for submission to various accrediting
88 Software Smart Education agencies by HEI's; therefore solution may have a provision for such customized queries.
Expected solutions: The desired solution is required for generating publication summary for
faculty profile showcase. Following are the identified inputs and expected outcomes Input: 1.
Faculty names as mentioned in their respective academic profile (research papers) in an excel
sheet 2. Year-wise publication record in journals which is exportable in words and excel 3.
Year-wise
Background:publication record
For a much in conferences
simplified and initialwhich is exportable
solution, in wordsrecord)
input (publication and excel
can4.also be
provided in a consolidated single .bibtex file. However, it is desirable to provide input as an
excel sheet, as mentioned earlier. Description: The proposed solution should be able.
Instructor shall have educational resources files in different formats like pdf, word, etc. and
hyper-links of relevant academic literature Expected solutions: The desired solution is required
89 Software Smart Education to: -Learning dashboard showing different reading statistics like reading time of a particular
topic. Total finishing time of a particular skill. -The instructor should be able to easily create a
learning path along with incorporating learning resources, as mentioned ""inputs."" including
videos. -Progress made by the learner should be continuously updated. -The desired solution
must follow UX principles
DPCC is using different stations at fixed sites for measurement of AQI and other pollution
parameters. These fixed stations suffered from various limitations and generally do not give
representative values e.g. station located near an industrial area will give higher readings due
to proximity to such industrial area which may not be representative of the wider area.
Clean & Green Similarly, a temporary construction site/activity near these fixed sites give higher pollution
90 Software readings due to local reasons. The technological solutions may be required for capturing AQI
Technology
values through mobile and other forms of stations. Drone would be one of the options where
they can record real-time pollution parameters through on-board sensors.

Transport Sector - DTC is trying to work out various modules for route rationalization. The real-
time monitoring of buses for effective route rationalization may be one of the challenges to
prevent bunching of buses on a specific route or long delays in arrival of buses. The problem
cannot be addressed by fixed time schedule owing to various factors like traffic Conditions,
91 Software Smart Automation
road conditions and other such factors. A dynamic route rationalization model based on
machine learning/AI would be required based on real-time traffic and road parameters.

MCD is working on monitoring of unauthorized construction across th ecity. A viable and low
92 Software Robotics and Drones cost solution is required e.g. Drone based surveys of swathes of land/areas as per defined
time intervals will help real-time detection of unauthorized construction
Technological solution for real-time survey and monitoring of water bodies in Delhi is one of
93 Software Miscellaneous the critical areas for rejuvenation of these water bodies
Technological solution as per queuing models in OPDs/availability of beds/admission of
patients would be one area. Study of dispensation of various types of medicines/consumables
MedTech / BioTech / and Inventory management modules at hospital level are key areas requiring support. NIC has
94 Software already developed some modules but their implementation in Delhi is yet to be started. A
HealthTech
hospital based solution is ideal which can be integrated with city wide module may be required.

Suitable technological module for testing and monitoring of quality of medicines and
MedTech / BioTech / consumables being received in hospitals would be required so that the system ensures
95 Software necessary compilance and rejection of low quality supplies without manual intervention
HealthTech

The issuance of Caste and other certificates by Revenue Department need real-time
monitoring to evaluate the resource allocation and demand for such certificates. The allocation
of resources at present is done without any analysis leading to huge backlogs in some Sub-
96 Software Smart Automation divison where the application load is very high. Any effective monitoring at District and Central
level with detailed evaluation shall enable providing better allocation of resources for issuanc
of such certificates
 A real-time monitoring and evaluation software for application received in Fire Department
relating to inspections, follow-ups, issue of NOCs and such licensing requirement so as to
97 Software Smart Automation ensusre automatic system monitoring without any manual support.

Background: The load profile of power requirement in NCT of Delhi is highly peculiar. We are
witnessing huge load variations during the winter and summer months and also during day and
night during the same 24-hour window. This causes imbalance in matching the requisite power
purchase with the electricity demand. Description: The peak load in Delhi touched 8300 MW
this summer while the minimum load during winters goes as low as 2000 MW. The peak
98 Software Smart Automation during the summer months also occurs twice i.e. first during the day time at about 15:30 hrs
and second time in night hours after 23:00 hrs. Further, the solar generation comes during the
day time and wanes by the evening hours thereby lending a Duck-curve effect. Solar plants
have been allowed +/- 15% variation by CERC. Further, there is uneven load growth in the
city, the upcoming areas are witnessing huge load growth while the developed areas are
having the lower
Background: organiceducational
In modern load growth.settings,
In addition to that classrooms
managing the load curve in Delhiwhile
efficiently is highly peakya
ensuring
conducive learning environment is crucial. Traditional methods of classroom management are
often manual, time-consuming, and prone to human error, which can disrupt the learning
process. Leveraging software-based solutions in classroom management can enhance
operational efficiency, ensure safety, and create an engaging learning atmosphere for
99 Software Smart Automation students. This project aims to develop a smart software solution to streamline classroom
operations, improve resource utilization, and enhance the overall learning experience. Detailed
Description: The Smart Classroom Management Software (SCMS) can utilize advanced
algorithms, data analytics, and cloud-based technologies to automate various aspects of
classroom management. The system can potentially include (but not limited to) features such
as: 1. Attendance Automation:
Hospitals/Departments shall beUse
ablefacial recognition
to enter algorithms
and Update Data inorthe
mobile app-based
Mobile check-
Application which
can be viewed by the Super Admin dynamically for efficient Implementation of Health and
Family Welfare Schemes, other Health programmes and provide key inputs for policy
MedTech / BioTech / formulation and appropriate programme interventions. This Mobile Application will facilitates
100 Software
HealthTech the flow of physical performance from the Facility level to the Sub-district, District and
State/Union Territory level using Health Data Information & Management System Mobile
Application (HDIMS) interface

With the aim to provide "Right Quantity of "Right Product" on "Right Place" on "Right Time" in
"Right Condition" at "Right Cost" for "Right People" and also to streamline the distribution of
drugs to institutions and ensure availability of drugs at all times, a new, innovative system
named Drug Inventory and supply chain Tracking system is required: To improve efficiency
MedTech / BioTech / and effectiveness of procurement and distribution systems through robust quality controls To
101 Software provide dashboard based online monitoring of all activities at each level Tracking of vendor
HealthTech
activities like preparation of Supply Order, Shipment etc. Monitoring of Drug consumption
pattern at the Hospitals/Medical Institutions Level

Project Concept: Comprehensive Employment Platform/Portal The current employment portal

lacks a personalized and adaptive approach to job matching and skill development. There is a
need for an intelligent system that not only matches job seekers with potential employers but
also identifies and suggests training courses to bridge skill gaps. We wish to design a
competency diagnostic which would ask a series of questions to students to test their
102 Software Smart Education competence and based on their scores in the test, recommend jobs to them and also
appropriate training courses to them to cover the gaps in their skill curve. Requirements: 1. AI-
Powered Job/Training Recommendation System: • Implement an AI-based recommendation
system trained on multiple data points (e.g., skills, experience, preferences) to analyze job
seekers' profiles and recommend suitable job opportunities. • Training Course
Recommendations: Suggest relevant online courses, workshops, and training programs based
 Project Concept : Freelancing Opportunities for India There is a significant gap in connecting
freelancers and gig workers with short-term and project-based job opportunities. An platform
like upwork is needed to seamlessly connect freelancers with employers and provide tools for
managing freelance projects. Requirements: 1. Freelance Job Marketplace: • Develop a
marketplace where freelancers can find short-term jobs, gig work, and project-based
opportunities. • Allow employers to post projects, specify requirements, and invite freelancers
to apply. 2. Freelancer Profile and Portfolio Management: • Enable freelancers to create
detailed profiles showcasing their skills, experiences, and portfolio of past work. • Integrate a
rating and review system for feedback on completed projects. 3. Extensive Search & Analytics
• Enable Employers/Freelancers to do extensive search in the available data / generated data.
• Generation of AI enabled insights into the Data and providing newer ways of information
availability for job seekers / employers to engage. • AI based Recommendation Systems for
seeking opportunities 4.Escrow Account Creation • Create provisions for an escrow account
that can be used to hold the money until the job is fully delivered. • Integrate secure payment
103 Software Smart Education gateways to facilitate smooth financial transactions between employers and freelancers.
Expected Outcome: The platform will connect freelancers with a wide range of job
opportunities and provide them with tools to manage projects efficiently, leading to better job
satisfaction and increased income opportunities. NOTE : This is an innovation opportunity and
students are encouraged to think out of the box to develop solutions which can be presented
in newer ways + which can address the needs in out of the box ways for a certain industry OR
makes the platform generic. Above description serves as a guide to specify essential needs
that can be satisfied for the developed solution and is not limited only to the scope described

Project Concept: Mentoring - The best way Mentoring during the Career/Education is a vital
aspect for success of a candidate and this can achieve amazingly positive changes in the life
of a mentee. Today , India is known due to its demographic advantage and career directions
are infinite. However newer directions are demanding candidates to be coached and mentored
for progress. This application or platform can be developed by students understanding this
104 Software Smart Education knowledge development need and bring together mentor and mentees. Create a platform
where candidates can connect with mentors based on the availability of the mentors and
mentors should be able to help candidates with their queries and concerns around careers,
skill development etc. Mentors could be senior leaders from the industry or could be subject
matter experts who have spent appreciable time in the industry and are aware of intricacies
around jobs inThere
Background: a specific industry. Requirements:
are numerous 1.polytechnic
engineering and Create an automated
institutes incalendar booking
Rajasthan running
under the Department of Technical Education, Government of Rajasthan. Notably, during the
admission process, there is a significant increase in enquiries from various groups, including
students, their parents, and other stakeholders. These enquiries cover a wide range of queries
related to admission process, eligibility criteria, information about different colleges, fee
105 Software Smart Education structure, curriculum , scholarship , hostel facilities, previous year's college and branch-
specific allotments placement opportunities and many more. Currently, stakeholders have
tocontact colleges individually through phone or email, and sometimes even visit the colleges
personally. This process is not only cumbersome for the stakeholders but also demanding to
pool manpower for the colleges to manage these inquiries. Detailed Description: With the
continuous
Background:riseIn in enquiries,
today's it is becoming
competitive increasingly
job market, graduatesdifficult for the colleges
are encountering to respond
enormous
challenges while their transition from education to employment. Most of the existing platforms
do not provide access to a wide array of job opportunities comprehensively. This limitation
spans both the private and government sectors, as well as international employment avenues.
Another critical shortcoming is the lack of essential resources such as counselling and
106 Software Smart Education guidance facilities. Additionally, there is insufficient support for students seeking internships
and industrial training. Detailed Description: This platform shall offer a holistic approach to job
searching and career development. It focuses on: · Advanced algorithms and AI-driven
matchmaking through connecting job seekers with employers. · Extensive access to job
opportunities across various sectors and regions including Private sector, Government sector
and
ThereOverseas Employment
is a demand · Counseling
for comprehensive Services
Alumni and interaction
Student Guidance Resources
platform for· Technical
Emphasis on
Education Department, Govt. of Rajasthan that can strengthen connections between alumni
and current students. Following are the issues currently faced: ? Lack of Centralized System:
Technical education currently lacks a centralized system for tracking and updating alumni
information, including contact details, specialization, and career paths, which resulting into lack
107 Software Smart Education of effective communication and engagement. ? Need for Structured Interaction: Without
organized platforms, students lack opportunities on valuable real-world experiences and
mentorship from alumni. ? Need for Motivation and Guidance: Many students lack motivation
and guidance for clarity in career path . Alumni can be essential mentors and role models,
providing insights and advice based on their experiences. Description: This problem aims to
establish a platform at Technical Education Department, Govt. of Rajasthan to provide
 Background: Farmers often face challenges in accessing markets, leading to lower income
due to middlemen. This gap restricts their ability to sell produce at fair prices. Description:
Create a mobile application that connects farmers directly with consumers and retailers. The
app should include features for listing produce, negotiating prices, and managing transactions,
Agriculture, FoodTech & thereby reducing dependence on intermediaries. Expected Solution: A user-friendly mobile
108 Software platform that enables farmers to showcase their products and connect with buyers directly,
Rural Development
enhancing their income potential.

Background: Crop diseases can devastate yields, leading to significant financial losses for
farmers. Early detection and timely intervention are crucial for effective management.
Description: Develop an AI-driven system that analyzes crop images and environmental data
to predict potential disease outbreaks. This system will provide farmers with actionable insights
Agriculture, FoodTech & and treatment recommendations to mitigate risks. Expected Solution: A mobile and web-based
109 Software application that utilizes machine learning algorithms to identify crop diseases and suggest
Rural Development
preventive measures and treatments based on real-time data.

Background: Excessive and improper use of fertilizers leads to soil degradation and reduced
agricultural productivity, negatively impacting farmers’ income. Description: Create a data-
driven solution that recommends optimal fertilizer types and quantities based on soil health,
crop type, and weather patterns, ensuring sustainable agricultural practices. Expected
Agriculture, FoodTech & Solution: An application that analyzes soil data and provides tailored fertilizer
110 Software recommendations, promoting sustainable farming while enhancing crop yield and farmer
Rural Development
income.

Background: Farmers often face uncertainties in market access, leading to fluctuating

incomes. Contract farming can provide stability by ensuring farmers have guaranteed buyers
for their produce. Description: Develop a comprehensive platform that facilitates assured
contract farming agreements between farmers and buyers. This platform will enable
Agriculture, FoodTech & transparent communication, secure contracts, and timely payments, ensuring farmers have a
111 Software reliable market for their crops. Expected Solution: An online marketplace that connects
Rural Development
farmers with potential buyers, offering tools for contract management, price negotiation, and
secure payment processing, thereby enhancing income stability and reducing market risks

Description: Problem Overview Educational institutes generate vast amounts of data each
year, including academic performance, research publications, financial statements,
infrastructure developments, student and faculty achievements, and extracurricular activities.
Preparing a comprehensive and insightful annual report that accurately reflects the institute's
accomplishments and growth is a complex and time-consuming task. It requires the
112 Software Smart Education aggregation, organization, analysis, and presentation of diverse data sources in a coherent
and visually appealing manner. Challenge Design and develop a user-friendly, efficient, and
robust portal that streamlines the process of preparing the annual report for an educational
institute. The portal should facilitate the collection, integration, analysis, and visualization of
data from various departments and stakeholders within the institute. The goal is to create a
dynamic,
Background:interactive,
The AYUSHand automated system that Ayurveda,
sector, encompassing minimizes Yoga
manual effort, enhances
& Naturopathy, accuracy,
Unani,
Siddha, and Homoeopathy, is burgeoning with innovative startups. However, these startups
face challenges in registering their ventures due to cumbersome, opaque, and decentralized
processes. An efficient registration portal is crucial for fostering growth, facilitating regulatory
MedTech / BioTech / compliance, and promoting the integration of AYUSH solutions into mainstream healthcare.
113 Software Description: Participants are tasked with creating an AYUSH Startup Registration Portal that
HealthTech
simplifies and accelerates the registration process. The portal should be user-friendly, secure,
and capable of handling a high volume of registrations. Key features must include: User
Authentication: Secure login for startups, government officials, and other stakeholders.
Application Submission: Streamlined forms for submitting registration applications, with clear
instructions and guidelines.
Problem Overview Document
Innovation Upload:
is a key driver of Easy
growthupload and management
and success of necessary
in educational institutions.
Tracking and measuring innovation excellence is essential for fostering a culture of continuous
improvement, recognizing achievements, and guiding strategic decisions. However,
identifying, quantifying, and presenting innovation indicators can be challenging due to the
diverse nature of activities, projects, and contributions across different departments. Challenge
114 Software Smart Education Design and develop a comprehensive and user-friendly portal that tracks, measures, and
showcases innovation excellence within an educational institute. The portal should aggregate
data from various sources, provide insightful analytics, and present key innovation indicators in
an intuitive and visually appealing manner. The goal is to create a dynamic system that
encourages participation, facilitates data-driven decision-making, and highlights the institute's
innovative achievements. Key Features and Requirements User Authentication and Role
 Background: India faces a complex challenge in balancing its reliance on coal for energy with
its climate change commitments. Coal mining is a major source of carbon emissions, a
greenhouse gas contributing to global warming. To achieve carbon neutrality, the Indian coal
sector needs to offset its emissions. This can be done through a combination of strategies like
reducing emissions from mining activities, adopting cleaner technologies, and offsetting
remaining emissions by planting trees that absorb carbon dioxide. A web-based application
can be a powerful tool in this journey by helping quantify a mine's carbon footprint and
evaluate potential pathways to carbon neutrality. Description: The web based application will
have following objectives: Activity wise quantification of Carbon emission in Coal Mines
Estimation of existing Carbon Sinks Gap analysis between C emission and sinks and
suggesting pathways to carbon neutrality Expected Solution: A comprehensive software
solution that includes: Emission estimation: The app would allow users to input data on various
mining activities (e.g., excavation, transportation, equipment usage) and estimate the
associated carbon emissions based on establishd emission factors. Estimation of Per Capita
emissions of a Mine. Carbon Neutrality Pathways: The app could offer features for simulating
different emission reduction strategies like: Clean technologies: Assessing the impact of
Renewable / Sustainable adopting electric vehicles, methane capture systems, and renewable energy sources for mine
115 Software
Energy operations. Afforestation offsets: Calculating the amount of land required for tree plantation to
offset remaining emissions based on state specific afforestation plan and Carbon emission
reduction. Other Renewables: explore alternative use of energy to reduce direct electricity
consumption. Any other pathways: Carbon Credits: Estimation of potential Carbon credit
earned as per present market rates. Data visualization: The app should present results
visually, using charts and graphs to track emission trends and the effectiveness of
implemented strategies. Scalability: Design the app to accommodate different mine sizes and
types (underground vs open-cast). Benefits: Transparency: Providing a clear picture of a
mine's carbon footprint. Decision support: Helping mine operators make informed choices for
emission reduction. Cost savings: Identifying opportunities to optimize operations and
potentially reduce costs associated with emissions. Sustainability goals: Aiding Indian coal
mines in their journey towards carbon neutrality and supporting the country's overall climate
goals.

Background: Despite the thrust on energy transition from fossil fuel sector to a cost-
competitive renewable energy sector, Coal will remain pivotal to energy security of the nation
in near future. India is targeting for 1.5 Bt coal production by 2030 to cater to the burgeoning
energy needs of the country. To achieve the target, improved productivity and safety in coal
mining is pivotal. Description: The problem statement is divided into two parts: one is Digital
116 Software Smart Automation shift handover log system and other is safety management plan as per DGMS guidelines. A
digital shift handover log system is a valuable tool for streamlining and improving the transition
of responsibilities and information from one shift to the next within an organization. The
problem statement envisages that an app based and web based Shift handover log system be
developed as per the Statutory and non-statutory log format currently in practice, which is
presently
Background: being done is
CMPDI manually through
the nodal agencypaper logs. Thisand
for assessing will monitoring
ensure sharing
of theofvarious
critical R&D
projects funded by CIL and S&T projects funded by S&T. The monitoring of each projects is
performed by checking the financial and physical progress certificates submitted in prescribed
forms as per S&T guidelines. It also intervenes in case any hindrances are observed
/expected which can affect the project activities and timeline. The projects are classified in two,
117 Software Smart Automation based on its funding i.e. S&T projects funded by MoC and R&D projects funded by CIL. The
progress of the S&T projects is being monitored in the various Meetings such as Technical
Subcommittee meeting, and SSRC meeting for S&T projects, and that of R&D projects in Apex
Committee and R&D Board. The directions/ instruction/suggestion given in the above meetings
are to be updated for each projects. As per guidelines, the PI of the projects has to submit the
quarterly progress
The Department ofreports along
Consumer with fund
Affairs utilisation
monitors reports
the daily or of
prices time
22extension or additional
essential food
commodities through 550 price reporting centres across the country. The Department also
maintains buffer stock of pulses, viz., gram, tur, urad, moon and masur, and onion for strategic
market interventions to stabilize the volatility in prices. Decisions for market interventions such
Agriculture, FoodTech & as release of stocks from the buffer are taken on the basis of the price trends and outlook. At
118 Software present, the analyses of prices are based on the seasonality, historical and emerging trends,
Rural Development
market intelligence inputs, crop sowing and production estimates. ARIMA based economic
models have also been used to examine and forecast prices of pulses.

Background: Visitors to museums often face several significant challenges due to manual
ticket booking systems. One prominent issue is the inefficiency and time consumption
associated with the process. Long queues are common, especially during peak hours,
weekends, or special exhibitions, leading to frustration and impatience among visitors. Besides
the wait times, the manual system is prone to errors, such as incorrect ticket issuance, double
119 Software Travel & Tourism bookings, or lost records, which can cause further delays and inconvenience. Overall, these
challenges associated with manual ticket booking systems significantly detract from the visitor
experience, reducing satisfaction and potentially impacting the museum's reputation and visitor
numbers. Description: The implementation of a chatbot for ticket booking in a museum
addresses several critical needs, enhancing the overall visitor experience and streamlining
museum operations. Here are the key reasons for adopting a chatbot ticket booking system: 1.
 Background: Many organization are using Cloud for hosting their web applications. The
attackers can try to attack these webservers for achieving Denial of Service attack.
Specifically, Distributed Denial-of-Service (DDoS) attack is a malicious attempt to disrupt the
normal traffic of a targeted server, service or network of Cloud infrastructure by overwhelming
Blockchain & the target or its surrounding infrastructure with a flood of internet traffic. DDoS attacks achieve
120 Software effectiveness by utilizing multiple compromised computer systems assources of attack traffic.
Cybersecurity
Exploited machines can include computers and other networked resources. Therefore, it is
essential to develop appropriate security tools to counter and protect against these attacks. •
Description: The most obvious symptom of a DDoS attack is that a website or service
suddenly becomes slow or unavailable. But since a number of causes such a legitimate spike
in traffic can create
• Background: similar
Glacial Lakeperformance issues,
Outburst Floods furtheroccur
(GLOFs) investigation
when theisdam
usually required.
containing a glacial
lake fails, releasing large volumes of water suddenly and causing catastrophic downstream
flooding. Climate change is increasing the number and size of glacial lakes, heightening the
risk of GLOFs. Curent monitoring and prediction methods can be improved with advanced
technologies like remote sensing, sensors installed near glacial lakes and machine learning. •
121 Software Disaster Management Description: The aim is to develop a remote sensing and/or sensor-based Early Warning
System (EWS) for GLOFs by utilizing remote sensing data, network of IoT sensors and
advanced data analytics. The system will continuously monitor and identify critical changes in
lake size, water level, temperature, sudden water flow, dam stability and ground movement
etc. around glacial lakes. The machine learning algorithms will analyse the information to
detect early signs
• Background: TheofArmy
potential outbursts.
of many This countries
developed approachhas
will their
significantly enhance
own gunshot the capability
detector system
which would alert the troop about the direction from where gun shot has been fired so that
troop can take preventive measure to safeguard their soldiers • Description: The system
consists of number of omnidirectional microphones preferably six. The output of microphone
will be fed to the analog to digital converter and then this signal is fed to the FPGA . Inside
122 Software Miscellaneous FPGA, each channel will be filtered using Bandpass filter so as to limit the band to approx.
3Khz. After this sound classification and localization algorithm will deduce the direction from
where the bullet has been fired and display the result on a Graphical LCD. • Expected
Solution: An FPGA based solution with suitable algorithm for classification and localization of
sound. The final result will be displayed on Graphic LCD
• Background: Recruitment and Assessment Centre (RAC) under DRDO, Ministry of Defence
invites online biodata applications with requisite eligibility supporting documents from
candidates. Verification of these documents is presently a manual process. • Description: The
verification of submitted documents such as educational certificates, marksheets, GATE
scorecard, experience, caste, EWS, PwD certificate, etc. by applicants, as applicable against
123 Software Smart Automation advertised vacancies, is presently carried out manually. These documents, generally available
in image or PDF form, may be in languages other than Hindi or English. In order to verify the
information filled by applicants in their biodata applications can be verified using Intelligent
Document Processing (IDP) techniques involving Machine Learning Deep Learning, Artificial
Intelligence, Natural Language Processing, etc. • Expected Solution: The extraction of
information
Background:from submittedand
Recruitment documents
Assessment can take place
Centre at the
(RAC) timeDRDO,
under of application
Ministryform
of Defence
carries out interviews for applications received against advertised vacancies and for promotion
to next higher grade for scientific manpower inducted within DRDO. Description: The process
of interviewing is a challenging task. An unbiased objective interviewing process helps identify
the right talent. The basic process of an interview involves posing a set of questions by an
124 Software Smart Automation interviewer and thereafter evaluating responses from candidates. Thus, the questions asked
should be relevant and match the area/ expertise of the applicant and the responses should
also be of relevance w.r.t. the question asked. Expected Solution: The proposed solution
should provide experts as well as candidates a real life Board Room experience, starting with
initial ice-breaking questions leading to in-depth techno-managerial (depending on the level of
candidate)
Background: questions. It shall
Recruitment andalso be able toCentre
Assessment provide(RAC)
a quantifiable scoreMinistry
under DRDO, for experts as well as
of Defence
conducts interview for recommending candidates under recruitment, assessment and for
sponsorship to acquire higher qualification. Description: The process of conducting an
interview comprises of selection of board members i.e. experts from DRDO, industry,
academia, etc. It is a challenge to manually match profile of subject experts w.r.t. interview
125 Software Smart Automation board subject and candidates’ area of expertise. Expected Solution: The solution shall be able
to provide a matching score for experts whose domain matches w.r.t. interview board subject
and candidates area of expertise and thereafter should be able to predict suitability of expert
for a particular interview board through a relevancy score. To arrive on the relevancy score for
an expert the system should be able to determine a profile score for each selected expert
w.r.t. profile ofThe
Background: candidates
impact oftooilbespills
interviewed.
at sea is multifaceted, affecting the environment,
economy, public health, and society at large. Preventing spills through stringent regulations,
improved technology, and better safety practices is crucial to mitigate these devastating
effects. Automatic oil spill detection using Automatic Identification System (AIS) and satellite
datasets is essential for environmental protection, public health and safety, economic stability,
126 Software Smart Automation regulatory enforcement, technological advancement, and operational efficiency. This approach
enables timely and effective responses to oil spills, mitigating their impact and promoting
sustainable maritime practices. Integrating AIS and satellite datasets significantly enhances
the early detection of oil spills at sea by combining real-time vessel tracking with advanced
remote sensing capabilities. Detailed description: The automatic identification of oil leaks and
spills from ships and vessels using AIS (Automatic Identification System) and satellite datasets
 Background: Coastal tourism is one of the priority areas highlighted in the Draft Blue economy
policy of India. As such, use of technology to improve the tourism and related sectors is the
need of the hour. Given the expected increase in the coastal tourism of our country, there is a
need to ensure safety of the tourists. In this regard, a mobile application indicating the
suitability of beaches for recreational activities (based on the current ocean state like wave
heights/ocean currents, meteorological parameters like wind, water quality etc.) will be a useful
value addition to the coastal tourism sector. Description: The proposed app should be able to
provide tourism suitability (say suitable/not suitable based on various parameters) at a
particular point of time across various beaches in India. Create locations of different beaches
across the country. Different parameters to be considered to determine suitability of a coastal
location for recreation activities like Ocean alerts (High Wave/Swell Surge/Ocean
Currents/Storm Surge/Tsunami), Winds, Water quality assessments. These parameters will be
127 Software Travel & Tourism available via INCOIS (Indian National Centre for Ocean Information Services) API. The
application should devise a method/algorithm to use the above parameters and make the
safety/suitability decision at the different locations. Visualization using geospatial maps and
colour codes based on suitability of locations. Based on the current location of the user, alert
notifications to be provided in case of any alerts in the coastal location of the user) to be
provided Expected Solution: Design and development of a mobile application which identifies
suitability of coastal tourism sites based on the current weather and oceanic conditions. This
can help to save lives and better plan the coastal tourist/recreational activities for the user.

Background: INCOIS provides fishery advisory services to fishermen through potential fishing
zone (PFZ) advisories that proven to benefit fishing communities by making fishing more
economical and reducing fuel consumption, as fishermen can directly target areas with
abundant fish. Current research is focused on advancing the fisheries forecasting services
through developing species-specific advisory services. However, predicting species-specific
128 Software Smart Automation abundance requires a deep understanding of the habitat suitability of commercially important
species. This requires analyzing fish catch data alongside environmental variables at the
locations of fish occurrence and abundance, identifying the most important variables
contributing to their abundance, and ultimately fitting these data to appropriate prediction
models. INCOIS is striving to collect geo-referenced fish catch data from various sources,
including dataMost
Background: fromofother research
the goods areInstitutions,
transportedindustry
around collaborators, research
the world by shipping cruises,
which and a
relies
heavily on fossil fuels for powering. Given the expenditure of the shipping industry on the fuel,
a main objective of a shipping company is to optimize the ship route for the least fuel
consumption. Depending on the type and purpose of the voyage, it is also desirable to
optimize several other parameters such as, the travel time, passenger comfort and route
129 Software Transportation & Logisticssafety, to avoid any damage to the ship, cargo, crew and passengers. Optimization of each of
these parameters serves a purpose. For instance, an energy efficient route may not be safe in
terms of weather. Therefore, to avoid loss of life and property, route weather safety needs to
be considered. An application suggesting the optimal route based on the chosen set of optimal
parameters for any voyage between two ports in the Indian Ocean, will immensely benefit the
Indian shipping industry. Description: At the heart of any optimal ship routing application lies
 Background: In an institute environment, multiple users often require access to the same
datasets for various purposes. However, due to lack of communication or visibility, these users
may unknowingly download duplicate copies of the same data. This leads to unnecessary
consumption of resources, including bandwidth and storage, and complicates data
management. The DDAS (Data download Duplication Alert System) addresses this issue by
notifying users with an alert if a potential duplicate download is identified. This system helps
optimize resource usage, save time, and streamline data management processes. Description:
Managing data downloads efficiently is crucial for optimizing resources and maintaining order
in any organization. A DDAS addresses the issue of multiple users inadvertently downloading
duplicate copies of the same datasets across various fields. The DDAS operates by
maintaining a repository or database that records metadata of all downloaded datasets. This
metadata includes details such as file names, sizes, timestamps, and download locations.
When a user initiates a download request, the system checks the database to determine if the
dataset has already been downloaded by any user. To identify duplicates accurately, the
system uses file history or unique identifiers, ensuring duplicates are detected even if file
names differ. If a potential duplicate is detected, the system prompts the user with an alert.
130 Software Miscellaneous This alert provides comprehensive information about the existing dataset, including its location
and the timestamp of the original download. By doing so, the DDAS helps users avoid
unnecessary downloads, thereby optimizing resource usage, saving time, and streamlining
data management processes. This system is designed to be flexible and applicable across
various fields and industries, including academic institutions, research facilities, and any other
domain where efficient data management is critical. By preventing duplicate downloads, the
DDAS ensures that resources are used effectively, contributing to overall organizational
efficiency. Expected Solution: To mitigate this issue, a robust solution is needed to design and
develop a system that generates alerts when users attempt to download data already available
within the institute's repository or any of the user accounts. The alert system should promptly
notify users about the existence, properties (such as the period, spatial domain, and other
relevant data attributes), and location of the required data, thereby preventing unnecessary
duplication and promoting efficient resource utilization. Implementing this solution allows
organizations to streamline data access processes and reduce redundancy. This system has
to be applicable across various fields and industries, including academic institutions, research
facilities, government agencies, and more.

Background: The 2030 Agenda for Sustainable Development, adopted by all United Nations
members in 2015, created 17 world Sustainable Development Goals (SDGs). It was also
accepted that these SDGs are not possible to achieve without changing humanity’s
relationship with the oceans. To realize that, in 2017, it was decided that the decade of 2021-
30 is to be observed as UN Decade of Ocean Sciences for Sustainable Development (or UN
131 Software Smart Automation Ocean Decade). INCOIS is identified as UN Ocean Decade Collaborative Centre for the Indian
Ocean Region to help address all the ten UN Ocean Decade challenges
(https://oceandecade.org/challenges/). Description: The creative solution proposed herein will
address mainly (but not limited to) challenge-10. The gamified way of creating ocean related
awareness is aimed for all age-groups and diverse education levels. Considering popularity of
online gamingStudent
Background: (multi-role playing
dropout to conventional
rates games such
in India are influenced as ludo) and affordable
by socio-economic devices
and educational
factors, affecting marginalized communities the most. Addressing dropout rates is essential for
equitable education and socio-economic development. The National Education Policy (NEP)
2020 emphasizes the importance of reducing dropout rates and ensuring quality education up
to at least the secondary level. Description: This solution focuses on creating software tools to
132 Software Smart Education address and reduce dropout rates. The tools will help identify at-risk students, provide
personalized support, and engage communities. By leveraging technology, the aim is to
improve student retention, align with NEP 2020’s goals, and support a holistic approach to
education. Innovative Software Solutions: a) AI-Driven Early Warning System: o Description:
Develop an AI-powered software platform that analyzes student data (attendance, grades,
behaviour) to predict which students are at risk of dropping out. The system will provide alerts
 Background: Rural areas in India often suffer from inadequate educational infrastructure,
limited connectivity, and insufficient access to quality educational resources. This hampers the
ability of students in these areas to receive a comprehensive education. Leveraging software
solutions can help bridge these gaps by providing remote learning opportunities, optimizing
resource management, and improving connectivity. Description: The goal is to create and
implement software solutions that address the challenges faced by educational institutions in
rural areas. This involves developing tools for remote learning, resource management, and
connectivity enhancement. Strategies will focus on creating software that can facilitate virtual
classrooms, manage educational resources efficiently, and provide support for infrastructure
planning and development. Innovative Solutions: a) Virtual Classroom Platforms: o Develop
cloud-based virtual classroom software that supports live streaming of lessons, interactive
tools for student engagement, and recording capabilities for on-demand access. This solution
can help overcome the lack of physical infrastructure by bringing quality education directly to
students in remote areas. b) Educational Resource Management Systems: o Create software
to manage and track educational resources such as textbooks, digital content, and teaching
aids. This system can help schools inventory and distribute resources effectively, ensuring that
133 Software Miscellaneous materials are available where needed and reducing wastage. c) Internet Connectivity
Optimization Tools: o Develop software that can optimize and monitor internet connectivity in
rural areas. Tools can include bandwidth management systems, connectivity diagnostics, and
network optimization software to ensure stable and reliable internet access for educational
purposes. d) E-Learning Content Creation Platforms: o Build platforms for creating and
distributing e-learning content tailored to the curriculum and local needs. These platforms can
support multimedia content, quizzes, and interactive modules, providing a rich learning
experience even in areas with limited physical infrastructure. e) Mobile Learning Apps: o
Develop mobile apps that offer offline access to educational content, interactive lessons, and
quizzes. These apps can be designed to work in low-bandwidth environments and provide
essential learning tools to students who may not have consistent internet access. f) Data
Analytics for Infrastructure Planning: o Implement software solutions for data analytics to
assist in planning and developing educational infrastructure. This can include tools for
analyzing data on student demographics, resource needs, and infrastructure gaps, helping
policymakers and educational planners make informed decisions. By developing and
implementing these software solutions, we aim to significantly improve educational
infrastructure and connectivity in rural areas, enhancing learning opportunities and educational
outcomes for Astudents.
Background: lack of adequate career counselling and guidance in schools contributes to
poor career choices among students, leading to mismatched skills, job dissatisfaction, and
unemployment. In India, many students and their families are unaware of the diverse career
opportunities available, often leading to choices based on limited information or societal
pressure. Effective career counselling and guidance are essential for helping students make
134 Software Smart Education informed decisions about their futures and aligning their education with their career
aspirations. The National Education Policy (NEP) 2020 emphasizes the need for holistic
education, which includes providing students with the guidance necessary to make informed
career choices. Description: The proposed solution focuses on implementing comprehensive
career counselling and guidance programs in schools. This includes training career
counsellors,
Background:developing
India has aresources
tremendousandopportunity
tools for career exploration,
to harness and integrating
the potential career
of its youth by
addressing the skills gap between education and industry requirements. While vocational
education programs exist, they are often undervalued compared to traditional academic paths
and need enhancement to provide students with the skills demanded by today’s job market.
Strengthening vocational education is essential for creating a skilled workforce that aligns with
135 Software Smart Education industry needs and supports sustainable economic growth. The National Education Policy
(NEP) 2020 emphasizes the importance of vocational education and aims to integrate it into
the mainstream education system to prepare students for various career paths. Description:
The goal is to transform vocational education into a core component of the elementary and
secondary education system, as envisioned in NEP 2020. By collaborating with industry
experts, we can
Background: design digital
In today’s a curriculum
age, a that
wideisvariety
modern of and industry-relevant.
services and processes Investments
take place in
online.
Users of these digital facilities are required to upload government-issued containing
documents or provide data for successfully availing the services. However, the uploaded
documents or data which are required to facilitate these digital services and processes contain
personally identifiable information (PII), i.e. any data that can be used to identify an individual
136 Software Blockchain & Cybersecurituniquely. These documents can be like Aadhaar card, PAN, Credit Card, Driving License etc
and can include data like names, address, phone number, email address, and financial
information, among others of the user. The handling of PII is crucial as its exposure can lead
to privacy breaches, identity theft, and financial fraud among other cyber related issues.
Detailed Description: The above problem statement envisages that an application be
developed
Background: to In
identify whether
today's digital PII,
age,inthe
theability
form toof efficiently
government-issued documentsissuch
manage documents as for
crucial
organizations. However, a significant challenge arises when dealing with non-machine-
readable documents such as PDFs or Word documents. These formats hinder automation and
make it difficult to extract meaningful insights from the data they contain. Therefore, there is a
pressing need for a solution that can both restrict the ingestion of non-machine-readable
137 Software Smart Automation documents and facilitate the creation of machine-readable documents seamlessly.
Description: The above problem statement envisages: 1. To develop an application that can
restrict software applications from ingesting any non-machine-readable document format such
as PDFs, DOCs, or any other document types. 2. To create a mechanism within the
application to generate machine-readable documents automatically whenever a new document
is created, regardless of its source - scanned, generated through a software application, or
 1. Background. UIDAI is exploring possibilities to enable Face authentication on the desktop in
a browser context. The proposed architecture to provide Face Authentication in the browser
context,requires AI on the edge to perform liveness check of the face being captured by the
webcam or connected camera. UIDAI is considering the injection of ML model by using an
appropriate binary code delivery mechanism. The security of these models is important for
138 Software Smart Automation transaction integrity and therefore seeking an innovative solution that will protect the model
from any tampering and reverse engineering. 2. Problem Description. As part of the challenge,
participating teams to demonstrate model security in a browser context by using either
obfuscation or cryptography. Models are typically 5~7Mb in size and structured as flatbuffers.
These models would be downloaded, when for the first time accessed on a desktop and then
cached in the browser
1. Background. context.
UIDAI is For
building subsequent face
a browser-based authentication
face transactions,
authentication a cached
platform, which will
enable the aadhaar number holders to start and end the face authentication on the same
device i.e desktop, mobile or tab. One of the key drivers for the success of the solution is face
liveness detection in the browser context. This challenge seeks an innovative approach to
implement face liveness using ML models which can be used in all forms of interfaces. 2.
139 Software Smart Automation Problem Description. As part of the challenge, participating teams to develop passive or active
liveness detection models that can be used in the browser context to prevent the use of photo-
of-photo, video or any form of face spoofing mechanism. Teams may opt for passive - which
would the use environment to detect the liveness of the actor or active - which engages the
aadhaar number holder for some “action” to detect the liveness. The proposed solution must
meet the following
1. Background. functional
UIDAI objectives.
has multiple 3. on
portals Thethe
proposed solution
Internetfor must
resident meet the following
engagement and back
office operations. These portals are protected with CAPTCHA for denial of service- related
attacks. UIDAI believes that CAPTCHA is a barrier to smooth resident engagement with the
aadhaar portals and therefore intends to remove it soon. Instead of active CAPTCHA, UIDAI is
looking for a passive solution that can differentiate between a bot and a human operator. 2.
140 Software Smart Automation Problem Description. As part of the challenge, participating teams to develop a solution,
mostly following a passive approach through collection of environmental parameters and using
AI/ML to analyze it in the backend to differentiate between bot and human-being. The passive
solution may capture environmental details through the browser context and analyze the same
with the help of ML models deployed in the backend. This solution, once accepted would be
used by the UIDAI
Background- to protect
Agricultural all backend
productivity andAPIs
food from DoS/DDoS
security based
are heavily vulnerabilities.
dependent on the Thehealth of
crops and livestock. Farmers, especially in remote or resource-limited areas, often face
challenges in diagnosing and reporting diseases that affect their livestock and crops. Early
diagnosis and timely reporting are crucial for effective disease management and prevention of
Agriculture, FoodTech & widespread outbreaks. Description - A mobile portal powered by Artificial lntelligence (Al) for
141 Software disease diagnosis and reporting can revolutionize how farmers manage animal and plant
Rural Development
health. This portal enables farmers to use their smartphones to access diagnostic tools, report
symptoms, and receive actionable advice. Al algorithms can analyze reported data to provide
accurate diagnoses and suggest appropriate treatments or interventions. This technology can
empower farmers with the knowledge and tools to manage diseases more effectively, ensuring
the health andUse
Background: productivity of their
of encrypted farms. lntegrate
messaging/social Al-based
media appssoftware with existing
like Telegram, NDLM
WhatsApp andto
Instagram for drug trafficking are on the rise. Channels operating on Telegram and WhatsApp
and Instagram handles are blatantly being misused by drug traffickers for offering various
narcotic drugs and Psychotropic substances for sale. Description: WhatsApp and Telegram
channels and Instagram handles are created by drug traffickers to offer various drugs for sale
to their subscribers. Customized Telegram bots are also created by some of the drug
traffickers to sell drugs. It is most worrisome that majority of the drugs which are being offered
Blockchain & on sale through Telegram, WhatsApp and Instagram are dangerous synthetic drugs like
142 Software
Cybersecurity MDMA, LSD, Mephedrone etc. The above three apps are also used by drug traffickers for drug
communication. Expected Solution: Development of a software solution to identify live
Telegram and WhatsApp channels/bots and Instagram handles that are offering drugs for sale
in India. Solution also should focus on triangulating identifiable parameters like IP address,
mobile number, email id etc of the users behind the channel/bot/handle.

Background: Use of cryptocurrencies like bitcoin, USDT, Monero etc. for drug trafficking
activities are increasingly becoming common. The relative anonymity and speed provided by
cryptocurrencies are misused by drug traffickers as a mode of transaction for drug sales and
also as an asset to amass the proceeds of crime. Description: Drug traffickers operating on
Blockchain & darknet and elsewhere on internet enabled platforms like social media apps, messaging
143 Software services etc receive the value of drugs through cryptocurrencies. In a few cases, the drug
Cybersecurity
traffickers save their proceeds of crime in cryptocurrencies. During the course of investigations
and also through intelligence, wallet addresses and transactions hash related to drug
transactions are obtained by Drug Law Enforcement Agencies, Further, it has also been
observed that these finds are often passed through variety of services like tumblers, mixers,
bridges etc to further anonymize the transactions. It is important to follow the trial of funds
 Background: Critical Sector organisations uses a number of IT and OT equipment (e.g.
Networking and hardware device, Operating Systems, Applications, Firmware etc.). These
devices/application come with vulnerabilities from time to time. There should be timely
information sharing mechanism by which the concerned equipment users at critical sector orgs
Blockchain & should be altered regarding any critical / high severity vulnerabilities in their equipment within
144 Software the shortest possible time. Detailed description: The ICT components (HW/SW) being used by
Cybersecurity
Critical Sector Organisations become vulnerable from time to time. These vulnerabilities can
be categorised as Critical, High, Medium and Low. Any exploitation of these vulnerabilities can
cause havoc in multiple Critical Sector Organisations where such vulnerable equipment are
being used. Keeping in view of the above, there is a need to monitor all such vulnerability
information
Background:published at the equipment’s
NCIIPC shares OEM
detail of cyber websites
incidents and also otherstakeholders
to corresponding relevant websites.
in order to
inform them about cyber activities related to their IT/OT infrastructure. This empowers them to
take necessary actions to mitigate further risk. Description: In order to achieve objective of
protecting Critical Information Infrastructure (CIIs) of the Nation, it is very vital to have real time
Blockchain & information related to cyber threats and incidents specific to Indian Cyber space. This may
145 Software enhance the Threat Assessment potential based on the incidents that have already happened
Cybersecurity
or the ones that currently exists. Therefore, a framework to crawl/scrap/collect the cyber
incident activities reported anywhere on the web related to Indian cyber space is required to
be developed. Expected Solution: 1. Using Machine Learning, find platforms that publish or
works as intermediate platform for sharing cyber incident activities related to cyber incidents.
2. Design a model
Background: Easy framework
to use and for the cyber
secure incidents
redaction feed generator
tool “RE-DACT” which which collects data from
allows
redaction/masking/anonymization on various input formats based on a gradational scale
defined by the user and providing customized output. Over a time, model will learn and have
the ability to generate realistic synthetic data in any sought format. Description: The proposed
Blockchain & solution is a natural language processing (machine learning) based redaction tool. The tool will
146 Software redact or obfuscate from original data leaving the output structurally/logically the same but
Cybersecurity
stripped of key identifiers and other content which may in any way allow the identity, actual
data, markers or issues in the input content to be revealed. The correlational logic may be
appropriately obfuscated based on the degree of redaction. This will have an easy to use GUI
and will be available for use on online and offline systems. The degree of the redaction will be
up to the user-
Background: the higher the
Organisations degree
across set byindustries
various the user, face
the more the degree
significant of redaction.
challenges This
in maintaining
robust cyber security posture. Compliance with industry standard bench marks and guidelines,
such as those provided by Center for Internet Security (CIS), is crucial for ensuring the
security and integrity of their IT Infrastructure. However, manually auditing and ensuring
Blockchain & adherence to these benchmarks and guidelines can be time- consuming, error prone, and
147 Software resource intensive. Current practises often involve manual checks. To address these
Cybersecurity
challenges, there is a critical need to develop automated auditing scripts tailored to CIS
benchmarks. Detailed description: This software solution aimed to list out the control
guidelines as per CIS benchmark for the following operating systems: - Windows (Reference
www.cisecurity.org/benchmark/Microsoft_winodws_desktop) i. Windows 11 (Enterprise
version) ii. Windows
Description: 11 (Standalone
The problem version) Linux
statement envisages development of Few Shot Language Agnostic
Key Word Spotting system (FSLAKWS) system which would be able to localize and classify
the presence of keywords of Interest in a variable duration audio file. The system to be able to
function at high performance when very few (Few Shot) examples per keyword are given for
training. The key features of the system would be as mentioned below: - (a) The system
148 Software Smart Automation should be language agnostic (b) The system should be able to handle audio files at various
sample rates (8k-48k). (c) The system should be able to upgrade to additional keywords.
Performance Criteria: For creating a system with Few Shot capabilities, the participants may
need to do pre-training of their model on a large corpus. This corpus should be obtained by the
participants themselves. We will provide few examples per keyword at the training time during
the conduct ofThere
Background: the hackathon. The participants
are large number will be judged
of cryptographic on aavailable
algorithms separatefor
testensuring
set having
datathe
confidentiality and integrity in secure communication. Identification of the algorithm is a
research activity that leads to better understanding of the weakness in its implementation, in
order to make the algorithm more robust and secure. Description: The above Problem
Blockchain & Statement envisages that approach(s) be developed using AI/ML techniques for identification
149 Software of the cryptographic algorithm by analyzing given data. The provided datasets are generated
Cybersecurity
using modern cryptographic algorithms. The algorithm is expected to be identified by using a
combination of AI/ML and innovative approaches. The successful approaches may also be
automated by developing a software solution which takes the given dataset as input and gives
probable cryptographic algorithms as output. Expected Solution: Logical approach be
developed to successfully
2.1 Background: identify theisalgorithm
2.1.1 Procurement for the
an essential given dataset.
component of any The approaches
project. should
There are set
rules and procedures to undertake various kinds of procurements. Each procurement
methodology has several milestones, which too need careful planning and execution, to avoid
time and cost over runs. 2.1.2 As such, Government procurements are driven by the General
Financial Rules (GFRs) and the Manuals for Procurement of Goods and of Services. Needless
150 Software Smart Automation to say, all procurements are made keeping in mind transparency, fair competition amongst
vendors as well as cost reasonability for the product services, as public money is involved.
2.1.3 One of the important methodologies often employed in procurement processes is
establishing the ‘price reasonability’ for a certain product/service. This methodology is
generally applied at two stages, viz. while obtaining administrative approval for procuring the
said product/service, and before opening the commercial bids of qualified vendors. 2.1.4 The
 Background: Synthetically-generated audios and videos i.e. deep fakes are in trends
nowadays. Although these have caught imagination of computer and tech savvy generation, at
the same time, these have created concerns because of their ability to disrupt nation’s politics,
committing frauds, create dis-information and creating non-consensual contents. Use of Deep
fake has also been seen recently to purposefully defame the character of a person in specific.
Due to enhancements in AI/ML and Large Language Models for Generative AI, identification
and detection of deep fakes have created a huge challenge for Security Agencies. Research
on multiple aspects of deep fake identification has been started. As a use case for the problem
statement, a forensic technique to authenticate face-swap deep fake videos in which a
person's facial identity is replaced with another's may be developed. Detailed description:
Addressing the deep fake problem requires a multi-pronged approach, combining technology,
regulation, education, and collaboration to mitigate the risks and protect individuals and
society. However, on the technological front Detecting deep fakes involves development and
testing with numerous advanced algorithms and tools. Here are some of the prominent
approaches and technologies that can be used in deep fake detection: i.Convolutional Neural
Networks (CNNs): CNNs can be trained to detect inconsistencies in facial features,
151 Software Miscellaneous expressions, and movements. CNNs can also analyse video frames over time to identify
unnatural transitions and discrepancies. ii.Recurrent Neural Networks (RNNs) and Long Short-
Term Memory (LSTM) Networks: RNNs and LSTMs can be used to analyse the sequence of
frames in a video to detect temporal anomalies and inconsistencies indicative of deep fakes.
iii.Capsule Networks: Capsule networks can identify discrepancies in facial pose and texture.
iv.Adversarial Training: Adversarial training involves using Generative Adversarial Networks
(GANs) to generate deep fakes and simultaneously training another model to detect them
improving the robustness of detection algorithms. v.Audio-Visual Inconsistencies: Combining
audio and visual analysis can also help detect deep fakes by identifying mismatches between
lip movements and speech, or inconsistencies in ambient sounds. vi.Blockchain Technology:
Using blockchain to create immutable records of media, providing a verifiable chain of custody
for digital content to ensure its authenticity. vii.Frequency Analysis: Analysing the frequency
domain of images and videos to detect anomalies and artefacts introduced during the deep
fake creation process. viii.Biometric Verification: Analysing subtle behavioural traits such as
micro-expressions, eye and head movement to detect anomalies. ix.Hybrid Models: Using a
combination of spatial, temporal, audio and frequency analysis to improve the robustness and
accuracy of deep fake detection. Expected solution: A solution based on AI/ML technology
may be developed
Background: It has to authenticate
been observed face-swap deep fake videos
that most individuals in which
are hasty when ait person's
comes tofacial
upgrade or
update their Windows systems to mitigate any adversary actions. Henceforth, a system
vulnerability detector and scanner should be in place to audit and verify the system and
network based vulnerabilities (if exist) to rectify the misconfigurations and mitigate any
Blockchain & prominent threats to the individual or organization. Description: The above problem statement
152 Software envisions a blue team approach to identify and map potential vulnerabilities of a Windows OS
Cybersecurity
subsystem to better secure and mitigate against various threats (System Level and Network
Level). Expected Solution: • The problem statement should result in a solution which can
provide possible vulnerabilities of the underlined Windows OS • The AV/EDR friendly solution
should have an agent-less mechanism to find the vulnerabilities and must be able to search
and crawl for No
Background: the single
relatedAntivirus
availableis open-source exploits
perfect, however eachand
AVtheir patches
product has •itsSome of the key
own strength and
weaknesses, and is more efficient at detecting some threats than others. In addition, one
important requirement of Critical Information Infrastructure (CII) is that solution should be
“offline and on-premise” and should be “updated with latest definition on regular basis”.
Therefore, the reliable and effective solution can be developed by creating a pipeline
153 Software Smart Automation combining multiple AV engines working parallelly offline. Description: To develop a scanning
pipeline in which the data residing in “Target Folder” will be scanned automatically by multiple
antiviruses and accordingly the cleaned files will be in same folder and the infected files will be
segregated and transferred in a specific folder i.e. “Infected Folders” with their analysis report.
In addition, the path of each infected file will also be recorded in a separate doc file in same
Infected folders.
Background: ThePolicy
Group functional block
Objects diagram
(GPOs) areispowerful
depictedtools
below: Target Folder
in Windows -> Offline used
environments,
to centrally manage and enforce system settings, security configurations, and user
preferences across a network of computers. The Center for Internet Security (CIS) provides
detailed guidelines and benchmarks for securing various operating systems, including
Windows 10 and 11. Implementing CIS benchmarks through customized GPOs ensures that
154 Software Smart Automation systems adhere to industry best hardening practices, reducing vulnerabilities and enhancing
overall security posture. Detailed Description : a) Deploying customized GPOs, based on CIS
guidelines or user requirements is essential for hardening Windows systems. It will help in
ensuring robust security and maintaining compliance with industry standards. (b) The
guidelines contain multiple system configurations in terms of registry settings and group policy
settings. Deploying
Background: of these
Disaster settings
response as per
agencies userstuggle
often requirement is atimely
to gather daunting
andtask, considering
specific
information about emergencies from various sources. Social media platforms serve as a
valuable repository of such data, but manually monitoring and sorting through the vast amount
of information is inefficient and resource-intensive. Description: There is a pressing need for a
software solution that can efficiently aggregate and categorize specific disaster-related data
155 Software Disaster Management from social media, news portals, and other open sources. This software would utilize
advanced algorithms to sift through the abundance of information and classify it into different
categories data would then be presented on a user- friendly dashboard, allowing disaster
response agencies to quickly access relevant information and plan their actions accordingly.
Expected Solutions: The software solutions will streamline the process of gathering and
categorizing disaster-related data from various soucres, significantly reducing the time
 Background: The Jal Jeevan Mission (JJM) is a flagship initiative of the Government of India
aimed at ensuring safe and sustainable drinking water to all rural households in the country.
Develop a handheld device/Mobile based application designed to support the operation and
maintenance (O&M) of drinking water supply schemes. This tool will assist the GP/PHED
person to manage assets and consumable inventories, as well as finance-related tasks,
156 Software Smart Automation enhancing the efficiency and effectiveness of water supply operations. This tool would also
have capabilities of bill generation & payment interface such as UPI, Net Banking, Credit cards
etc. The panchayat should be able to operate and procure the tool. The tool should enable
panchayat to manage in village infrastructure. Expected Solution: a)The tool should record on
GIS all assets related to the water supply infrastructure, such as pumps, pipelines, valves, and
treatment
Backgroundplants
The along
water with attributes.
footprint b) It the
measures should storeofdetailed
amount information
water used about
to produce each
each of asset,
the
goods and services we use. The water footprint helps us understand for what purposes our
limited freshwater resources are being consumed. The impact of it depends on where the
water is taken from and when, if it comes from a place where water is already scarce, the
Clean & Green consequences can be significant and require action. Detailed Description The increase in the
157 Software amount of non-available water due to pollution and scarce groundwater level has added more
Technology
water footprints, at the community as well as at the personal levels. An increased · water
footprint directly affects the health and future of the citizens. Preventing severe drought in
water-stressed areas is only going to be possible if water is used with more care and
efficiency, this can be achieved if we have readily available data of water footprints. Expected
Solution Hence,
Background: Thebyabsence
using digital technologies
of a centralized like AI, Big Data, platform
knowledge-sharing Block chain
like etc.
wikisand computer
significantly
hampers the dissemination of water-efficient techniques, which could mitigate water scarcity.
Despite the existence of various methods to conserve water, especially in agriculture, the lack
of awareness and accessibility to this information perpetuates inefficient water use. This gap in
Clean & Green knowledge sharing contributes to the overuse of water resources and exacerbates water
158 Software stress, particularly in regions where agriculture is heavily dependent on irrigation. Establishing
Technology
a comprehensive, accessible platform could catalyze the adoption of sustainable practices,
crucial for addressing the global challenge of water scarcity. Detailed Description: A
centralized knowledge-sharing platform akin to Wikis would facilitate the exchange of
innovative methods, successful case studies, and research findings, fostering local and global
collaboration.
Background ManyWithout it, valuable
existing insights
Dams and remain are
Reservoirs siloed,
builthindering the adoption
several decades of practices
ago with certain
intended purposes. However, due to increasing population, change in extreme climatic
conditions, improvement in agricultural practices there is a necessity for re-evaluation of the
current infrastructure and water management practices. Description It is likely that existing
dams get silted up over time and are unable to store sufficient water. Due to which there will
159 Software Miscellaneous be a shift in the command area or the cropping pattern. It is also a known fact that changing
climate issues is also posing a problem, due to which there is need to review the agricultural
requirement. The existing dams and reservoirs are increasingly vulnerable to the adverse
climate change and shifts in agricultural practices. These changes can lead to structural
stress, altered water availability and inefficiencies in water distribution and usage. There is an
urgent need Water
Background to develop and implement
resources new monitoring
are fundamental and water
to sustaining human management models
life, agriculture, to
industry
and ecosystem. Accurate forecasting of future water requirements along with the assessment
of current storage capacities are crucial for effective water resources management and
planning. With growing population. The domestic, Industrial, Agricultural and ecological
demands increase, which in turn leads to strain on existing water Infrastructure. Description
160 Software Smart Education Analyzing the storage capabilities of the reservoirs in the country is essential. It is also
essential for the policy makers to plan for a sustainable water resource management. The
challenge involves in creating a predictive model, that can accurately forecast the future water
requirements and evaluate the current and future storage capabilities. The model must
integrate various data sources, including historic water usage, climate projections, population
growth trends,
Background and agricultural
Hydraulic practices.
transients, or waterIthammer
should also account for
phenomena, variability
occur in climate
when there is a sudden
change in water flow velocity, causing rapid pressure fluctuations within a hydraulic system. In
hydropower and pumped storage schemes, these transients can lead to severe consequences
such as pipe bursts, equipment damage, structural failures, and operational inefficiencies.
Accurate prediction and management of these transients are essential to maintain the
161 Software Smart Automation integrity, safety, and efficiency of these systems. Due to certain limitations in the existing
models, there is a need for more precise, comprehensive and adaptable models that can
simulate complex transient scenarios under varying operational conditions. Description There
is a need for developing an advanced hydraulic transient analysis model that can accurately
predict and manage the dynamic behavior of water within hydropower and pumped storage
systems.
Background:ThisNamami
model should
Gangeprovide accurate
is a flagship and reliable
program results during
of the government of tripping
India forofthe
units or
rejuvenation of Ganga and its tributaries. NMCG Authority order of Oct 2016 States the the
pollution in River Ganga and its tributaries shall also be monitored by use of satellite and other
remote sensing technologies. As pupulations increase in the Ganga Basin, there are growing
water demands, and hence higher levels of sewage flow into rivers of the Ganga Basin from
162 Software Smart Automation both rural and urban areas. Excess untreated water entering the Ganga river systems
transports high organic and pathogen loads. Their use generates high levels of pollution with
significant organic loads, with very high Biochemical Oxygen Demand. This will inevitably
lower Dissolved Oxygen (DO) concentrations in rivers, thereby threatening fisheries and
biodiversity (maacroinvertebrates). At the same time, the high sewage discharges affect the
suitability of the river for bathing due to the higher levels ofpathogens in rivers. With climate
 Central Ground Water Board is in the process of installing Digital Water Level Recorders
(DWLRs) across the country. CGWB will be monitoring 14,000 DWLRs by 2026, which will
generate high-frequency water level measurements. Each DWLR will record 4 ground water
level data per day, generating 1460 measurements per year. Analysing all the 14,000 wells will
be an enormous task. Accordingly, a software application is proposed to analyse and flag
163 Software Smart Automation anomalous data. Input to the application will be high frequency water level data collected
through the telemetry systems. The application should be able to identify DWLRs recording no
data/abnormal data or DWLRs with low battery level. The application will raise alarms and
send messages to the concerned officer and vendors to initiate immediate action.

Groundwater Level is the cardinal parameter that best describes the health of an Aquifer. Long
term groundwater level data acquired through regular monitoring of groundwater levels provide
an opportunity to understand the behavior of the aquifers to changing stress regime. Central
Ground Water Board periodically monitors ground water levels from nearly 26000 wells.
CGWB is also in the process of installing Digital Water Level Recorders (DWLRs) across
164 Software Smart Automation various parts of Indiaeach capturing and transmitting water level data four times per day. In
addition to CGWB there are many other agencies measuring water levels. The software
application is expected to analyse groundwater levels and factors impacting groundwater level
like rainfall, hydrogeology, landuse, population, surface elevation, natural features, tidal cycles
etc. Based on these factors and based on observed water level data, the software application
should be able
The Chatbot to predict
should andtoforecast
be able answer groundwater levels
queries related to - both
waterinlevel
space and time. The
scenario,
hydrogeological scenario, water quality, available reports for an area. Additionally it should
generate a comprehensive report of the Aol on - Ground Water Resource Assessment,
Categorization of the area, GW management practices to be adopted, Conditions for obtaining
165 Software Smart Automation
NOC for ground water extraction, guidance on how to obtain NOC, definition of groundwater
terms, training opportunities related to ground water etc.

Learn while you play is considered the most effecting way of teaching. Internet/mobile based
games could be one of the best ways to lure school kids, youth and water enthusiasts to learn
the nuances of ground water management. With this backdrop it is proposed to develop an
internet/mobile based game that teaches good practices in groundwater conservation in an
interactive and fun way. The game should take into account various interventions (artificial
166 Software Smart Education recharge, microirrigation, crop diversification) and possible scenarios (drought, surplus rain,
contamination etc). The gamer can earn points or coins based on the choices that he (or she)
makes. The scores of registered gamers will be stored online and water-smart youths can be
identified and certified. The game can be used for training and awareness creation.

Objective The objective is to develop an innovative digital solution, termed the "Sansthaein Aur
Samvidhan”/Institutions & Constitution," designed to spread constitutional literacy among
citizens. This solution may be in a form of a gamified platform/tool which aims to simplify the
language of the Constitution of India pertaining from Institutional perspective (three organs of
the Constitution i.e Legislature, Executive & Judiciary) in the form of an engaging activity/
167 Software Miscellaneous game. Parameters to Consider for integration in the Tool: 1. Simplifications of the Articles of
the Constitution of India : o Comprises of Chapters of Constitution of India pertaining to
Legislature, Executive & Judiciary. (Part V & Part VI ) o Develop a comprehensive backend
database to map the above mentioned concept of the Constitution in a simpler form. o
Accessible and user-friendly design, incorporating multimedia elements and language
translation
Background: features to promote
Department inclusivity
of Justice (DoJ) and accessibility.
headed 2. Multiple
by the Secretary is aFormat
part of oMinistry
Solutionofmay
Law
& Justice, Government of India. Along with the functions of the Department of Justice as per
the Allocation of Business (Rules), 1961, implements important schemes for Development of
Infrastructure Facilities for Judiciary, setting up of Special Courts for speedy trial and disposal
of cases of sensitive nature (Fast Track Special Court for cases of rape and POCSO Act),
168 Software Smart Automation eCourts Project on computerization of various courts across the country, legal aid to poor and
access to justice, financial assistance to National Judicial Academy for providing training to the
Judicial Officers of the country. • Description: The above problem statement envisages a
Chatbot or virtual assistant be developed to understand the user and allow them to ask
questions and get information related to DoJ such as o Know about the various divisions of
DoJ, o Number of Judges appointed at Supreme Court, High Courts, District & Subordinate
 Background: With a view to address the issue of faster resolution of commercial disputes and
for fostering a conducive environment for ease of doing business in India, the Commercial
Courts Act, 2015 was enacted to provide for setting up of commercial courts. Over the years,
various legislative and policy reforms have been undertaken by the Government of India with
the active support of the judiciary to strengthen the commercial dispute resolution machinery in
the country. However, expediting the resolution of commercial disputes without addressing the
broader issue of huge pendency in courts is unlikely to be successful. Accordingly, it is
proposed to leverage the use of technology for expediting the process of dispute resolution. ?
Description: A solution is invited to develop an AI-Driven Research Engine exclusively for
commercial courts thereby easing the legal research process for judges and judicial officers
ultimately contributing to faster dispute resolution. o Role: The Research Engine must
aggregate and process legal data sources, including case laws, statutory provisions, rules, etc.
After aggregation and processing of data, it must extract relevant information, identify key legal
principles, precedents, etc. and furnish results. o Customization: The Research Engine must
provide results in a customized manner i.e. as per the needs and demands of each
commercial suit. o Use of Predictive Analytics: The Research Engine must be capable of
169 Software Smart Automation forecasting case outcomes based on historical trends and patterns. o Data Localization: The
Research Engine must ensure that the results meet the diverse requirements of different High
Courts of the country and that adequate emphasis is laid on local laws, rules and procedures.
o Feasibility: The solution must be technically feasible as per the requirements of the Indian
Judicial System. o Reliability: The Research Engine must ensure that the results are relevant
and reliable. o User-Friendly: The Research Engine must be user-friendly. o Multilingual: The
Research Engine must ensure that it supports multiple languages. o Ethical Concerns: Giving
primacy to ethical concerns surrounding the use of artificial intelligence, measures must be
taken to ensure that the engine works in a neutral and transparent manner as a ‘facilitator’ and
not a ‘decision-maker’. ? Expected Solution: Development of an “Artificial Intelligence-Driven
Research Engine for Commercial Courts” that may be considered for a pilot project for reforms
associated with commercial courts with the ultimate objective of ease of doing business in
India. The solution is expected to assist in expediting legal research and streamlining judicial
processes.

Objective The objective is to develop an innovative digital solution, termed the "Bail Reckoner,"
designed to assist undertrial prisoners, legal aid providers, and judicial authorities in
streamlining the bail process. The Bail Reckoner aims to simplify and expedite the bail
application and evaluation process by considering various legal and procedural parameters.
Parameters to Consider for integration in the Tool: 1. Nature of the Offense and Penal
170 Software Smart Automation Provisions: o Seek the inputs for the charges framed (can be multiple charges, and if they are
compoundable etc). In this regard Statutes like Indian Penal Code,1860 and the upcoming
Bhartiya Nyaya Sanhita 2023; Bhartiya Suraksha Sanhita 2023; and Bhartiya Saakshya
Adhiniyam 2023; should be covered. Special statutes on the following under-mentioned areas
should also be covered: 1. Cyber Crimes 2. Crimes Against SCs and STs: 3. Crimes Against
Women
Objective4.The
Crimes Against
objective Children
is to develop5.an
Offences Against
innovative digitalthe State 6.termed
solution, Economic OffenceAur
the "Nagrik 7.
Samvidhan”/Citizen & Constitution," designed to spread constitutional literacy among citizens.
This solution may be in a form of a gamified platform/tool which aims to simplify the language
of the Constitution of India pertaining to a Common Man in the form of an engaging activity/
game. Parameters to Consider for integration in the Tool: 1. Simplifications of the Articles of
171 Software Smart Education the Constitution of India : o Comprises of Preamble, Fundamental Rights (Part III), Directive
Principles of State Policy (Part IV) & Fundamental Duties(Part IV A). o Develop a
comprehensive backend database to map the above mentioned concept of the Constitution in
a simpler form. o Accessible and user-friendly design, incorporating multimedia elements and
language translation features to promote inclusivity and accessibility. 2. Multiple Format o
Solution may1.beArticle
Background in a diverse
243G offormat of games (Product
the Constitution coming in the form
of India acknowledges of Spin aas
Panchayats
institutions of local self-government and mandates them to prepare plans for economic
development and social justice. As local government, Gram Panchayats (GPs) are responsible
for delivery of basic services to local citizens and address the vulnerabilities of poor and
marginalized ones. This can only be achieved through implementation of well thought out
172 Software Robotics and Drones plans through efficient and responsible utilization of available resources. 2. An efficient and
robust planning process as part of GP’s core functioning becomes necessary. GP
development plan should ideally match people’s needs and priorities with the available
resources. It should be prepared through a fair, inclusive, transparent, and participatory
process. The focus should be on local development issues, local perception of need and
priority,
Backgroundlocal1.
analysis of problems
The Hon’ble and solutions,
Prime Minister andthe
launched local resourcesScheme
SVAMITVA managementon theallNational
within a
Panchayati Raj Day, 24th April 2020 with a resolve to enable the economic progress of Rural
India by providing “Record of Rights” to every rural household owner. The scheme aims to
demarcate inhabited (Abadi) land in rural areas through the latest surveying drone technology,
Continuous Operating Reference System (CORS), and Geographic Information System (GIS)
173 Software Robotics and Drones technology. The scheme covers multifarious aspects viz. facilitating monetization of properties
and enabling bank loan; reducing property-related disputes; comprehensive village-level
planning 2. With the use latest drone technology and CORS technology for the Abadi land
survey, the high resolution and accurate image base maps of 50 cm have facilitated creation
of the most durable record of property holdings in these areas with no legacy revenue records.
Such accurate image-based maps provide a clear demarcation of land holdings in a very short
 Description: Develop a chatbot using deep learning and natural language processing
techniques to accurately understand and respond to queries from employees of a large public
sector organization. The chatbot should be capable of handling diverse questions related to
HR policies, IT support, company events, and other organizational matters. (Hackathon
students/teams to use publicly available sample information for HR Policy, IT Support, etc.
174 Software Miscellaneous available on internet.) Develop document processing capabilities for the chatbot to analyse
and extract information from documents uploaded by employees. This includes summarizing a
document or extracting text (keyword information) from documents relevant to organizational
needs. (Hackathon students/teams can use any 8 to 10 page document for demonstration).
Ensure the chatbot architecture is scalable to handle minimum 5 users parallelly. This includes
optimizing
Description:response
A mobiletime (Response
application Time
needs should
to be not exceed
developed 5 seconds
to streamline forautomate
and any querythe
unless
attendance tracking of its employees across multiple office locations. This application will
leverage geolocation technology to record employee check-in and check-out times along with
geo-location as they enter and leave the office premises. Aim of this App is to enhance
operational efficiency, reduce manual attendance tracking errors, and provide a seamless
experience for employees to manage their work-related movements. Key Requirements: 1)
Geolocation-Based Check-In and Check-Out: Automatically record check-in time and geo-
location when an employee enters within a 200-meter radius of his office. Record check-out
time when the employee leaves the 200-meter radius. Ensure that each check-in is paired with
a corresponding check-out, regardless of the frequency of entries and exits. 2) Manual
Location Check-In / Check-Out for Offsite Work: Provide a manual check-in and check-out
feature for employees working at locations other than his offices. Automatically suggest
relevant locations based on real-time longitude and latitude data, allowing employees to
175 Software Miscellaneous confirm their check-in and check-out at these suggested locations. 3) Calculate the employees
total working hours. 4) Data Accuracy and Integrity: Ensure the application maintains accurate
and tamper-proof records of all check-in and check-out events. Enable real-time data
synchronization and secure storage to prevent data loss and ensure reliability. Youtube
Link/Video Link (3 Minute video explaining the Problem Statement):
https://youtu.be/bmw8unoxA7U NOTE : GAIL (INDIA) LTD will not provide any hardware,
software, license, data or any other resource to SIH hackathon Teams. The teams should use
free and/or open-source resources, as applicable, for the entire project.

BACKGROUND: In a SCADA system, for a pipeline network spanning thousands of

kilometres, the network devices (both layer 2 and layer 3) are spread all along the
geographical area. With such a large network, it becomes crucial, from both the maintenance
and security point of view, to continuously monitor the complete network topology. Automatic
topology discovery provides a complete and up-to-date map of all devices, connections, and
176 Software Miscellaneous pathways within the SCADA network. This comprehensive overview is essential for network
administrators to understand the network's structure and dynamics. It ensures that any
changes in the network, such as new devices being added or existing ones being removed,
are automatically detected and documented in real time. When issues arise, knowing the exact
layout and connections within the network helps in pinpointing problems more quickly,
reducing downtime
Background: and improving
The current response
manual process of times. More
verifying significantly,
documents automatic
for various topology
official purposes
is time-consuming, error-prone, and lacks efficiency. This process involves verification of
numerous documents such as birth certificates, academic transcripts, identification cards, and
experience certificates. There is a pressing need for an online solution that automates and
secures the document verification process. Description: This problem statement addresses the
177 Software Smart Automation urgent requirement for an online platform, empowered by artificial intelligence (AI) and
blockchain technology, to automate document verification for all official purposes. The
proposed solution aims to establish a user-friendly portal accessible to issuing authorities
(e.g., schools, universities, employers), verifying authorities (government offices, banks, legal
entities), and individuals. Issuing authorities will generate digital certificates for individuals,
including
Background:birthRailway
certificates, academic
stations transcripts,
are complex and experience
environments certificates.
with numerous These
facilities certificates
and locations
such as ticket counters, platforms, restrooms, food courts, and waiting areas. Passengers
often face difficulties in navigating these spaces, especially in large or unfamiliar stations.
Efficient and user-friendly navigation systems are crucial for improving passenger experience,
Transportation & reducing congestion, and ensuring timely travel connections. Description: The problem
178 Software involves developing a comprehensive navigation solution for railway stations that assists
Logistics
passengers in locating various facilities and destinations within the station premises. This
includes creating detailed maps, providing real-time directions, and integrating features such
as accessibility options for individuals with disabilities. The solution should be intuitive, easy to
use, and accessible via multiple platforms, including mobile devices and digital kiosks. Key
challenges include updating navigation information in real-time, ensuring accuracy, and
 Background: Rail Madad is a vital platform for passengers to report issues and seek
assistance during their train journeys. However, the current process relies heavily on manual
complaint registration, leading to delays and inefficiencies. After a grievance is registered on
Rail Madad, it is acknowledged with a unique ID, categorized into type of complaints, and
assigned to the relevant department. Responsible officials investigate and take corrective
179 Software Smart Automation actions, updating the system with the status. Categorizing the complaints needs some
improvements and can be made to enhance the Rail Madad complaint resolution process
using Artificial Intelligence (AI). especially when complainants share photos, videos and audios
only. Description: According to the problem statement above, it is imperative that complaints
are correctly assigned and classified, and that departmental transitions be seamless. The
aforementioned
Project Concept:problem
Enhancednecessitates
Education an Al-based
System solution. abled
for specially Expected Solution: Interpersonal
Background: 1. Automated
skills are learned and mastered by children when they interact with the world, but for children
with Autism Spectrum Disorder (ASD) and Intellectual Disabilities (ID) this is where the
challenges lie. As traditional classroom settings cannot cater to their unique learning
requirements, prompting a demand for innovative educational tools that enhance learning
180 Software Smart Education engagement and effectiveness. The Virtual Reality (VR) technology which is capable of
simulating controlled and immersive environments. It supports safe, repeatable, personalized,
interactive experiences with children with unique sensory and cognitive profiles. Existing
research demonstrates the potential that VR has for enhancing social functioning in ASD.
supporting the benefits of computer-assisted technology on learning and the quality of life for
children with special
Background: development
The rehabilitation needs.involved
institutes Description: The
in this Interactive
activity Skills
face high Enhancer
therapy (ISE)-a
cases load
and more number of student therapists with less number of therapy supervisors. Following this
system in manual mode impedes providing prompt services. Description: Clinical services with
respect to speech language therapy begins with patient allocation to the therapist. The
MedTech / BioTech / therapist then prepares therapy plan with goals and activities. The respective case supervisor
181 Software needs to check the therapy plan and provide the inputs for further continuation of regular
HealthTech
therapy sessions. At least post ten therapy sessions the therapist writes the progress report of
the therapy case. Further, it is evaluated by the supervisor. This Cycle of speech language
therapy clinical services in continuous until the therapy case has completely improved or
discontinued due to various reasons. The supervisor based on overall handling of therapy
sessions gives
Background: clinical
Indian ratings.
Sign Expected
Language (ISL)Solution: The process
is a visual-gestural needs to
language become
used digitized
by deaf with
and hard-
of-hearing individuals across India. It encompasses a rich vocabulary of hand movements,
facial expressions and body postures to convey messaging. ISL facilitates communication and
fosters community among deaf individuals, enabling them to express emotions, share ideas
and engage in every day interactions. Description: The need for audio to Indian Sign
182 Software Miscellaneous Language (ISL) conversion arrises from the communication barrier between the deaf
community, which primarily uses ISL, and individuals who do not know sign language but
communicate through spoken language. This barrier hinder effective communication in various
settings, including education, healthcare and various interactions. Without a mean to convert
audio into ISL, deaf individual faces challenging in accessing information and participating fully
in society.
Create Expected
a solution thatSolution: The
translates expected
Indian Sign solution
Language entails
(ISL)developing technology-such
into text and as
speech in real-time,
facilitating communication for the deaf and hard-of-hearing community with the hearing world.
The application should be capable of recognizing and interpreting a comprehensive library of
ISL signs and gestures, and then provide accurate text and speech output in multiple Indian
languages.
183 Software Miscellaneous

Develop a mobile application that enables real-time voice-to-text and text-to-voice translation
for Indian regional languages, aimed at assisting individuals with hearing and speech
impairments to communicate effectively. The app should support multiple Indian languages
and dialects, be user-friendly, and have a simple interface for easy navigation. Key Features to
Include: Real-time voice-to-text translation for Indian regional languages. Text-to-voice feature
184 Software Miscellaneous to convert typed text into spoken words in the selected Indian language. Support for multiple
Indian languages and dialects, with the ability to easily switch between them. An intuitive user
interface that is accessible for individuals with hearing and speech impairments. Offline
functionality for basic translations without the need for an internet connection. Integration with
other communication apps to allow for seamless translation during conversations. Privacy-
focused
Develop design to ensure
an advanced usercapable
system data is secure and not
of capturing theshared without
nuanced consent.features
non-manual Challenges to
(NMFs)
of Indian Sign Language (ISL), such as facial expressions, head movements, and body
posture, and accurately converting them into written text. This system should enhance the
translation of ISL by including these essential components of sign language communication,
which provide critical context and meaning beyond manual signs. Key Features to Include:
185 Software Miscellaneous High-precision recognition of NMFs using advanced image processing and machine learning
techniques. Real-time conversion of recognized NMFs into contextually appropriate text. A
comprehensive database of NMFs associated with ISL, including regional variations. User-
friendly interface for both sign language users and those learning ISL. Capability to integrate
with existing ISL to text translation systems to provide a more complete translation experience.
Offline functionality to ensure accessibility and usability in various environments. Challenges to
 Background: In the context of the skill development training program, there is a need to
establish a robust automated monitoring system to assess and enhance effectiveness of
classroom training so as early detection of below average training institutions can be done.
Description: The above problem requires a system capable of analyzing classroom images
thus can help identify the types of activites and interactions taking place during training
186 Software Smart Education sessions. Undestanding these activites can shed light on the quality and relevance of the
training content. A dataset consisting of classroom pictures can be provided for various job
roles along with course curriculam, infra requirements etc required for the skill development
training programme. Expected Solution: System should be able to analyze the images and flag
cases which need enhanced monitoring or cancellation.
Background: Education and awareness are critical components of the National Anti-Doping
Agency’s mission to promote clean sport. Despite ongoing efforts, the reach and impact of
current educational initiatives remain limited, particularly in remote and rural areas. The rapid
advancement of technology presents an opportunity to bridge these gaps and ensure that
comprehensive anti-doping education is accessible to all stakeholders in the sporting
187 Software Smart Education community. Description: The above problem statement envisages to design and develop
innovative technological solutions to effectively disseminate anti-doping information to athletes,
coaches, support staff, and the broader sporting community. The solution should utilize
modern digital tools and platforms to ensure comprehensive coverage, engagement, and
retention of critical anti-doping knowledge. It should cater to diverse linguistic and cultural
backgrounds and be accessible
Background: Effective across
intelligence various digital
and investigative devices. Key
capabilities are Objectives (a)uncovering
essential for
and addressing doping violations. Current methods often lack the sophistication needed to
keep up with evolving doping strategies. nhancing these capabilities through advanced
technologies can significantly improve the National Anti-Doping Agency’s ability to detect,
investigate, and act upon doping violations. Description: The above problem statement
188 Software Smart Automation envisages the designing of a comprehensive intelligence and investigation system to enhance
NADA’s ability to detect, investigate, and act upon doping violations. The solution should
integrate multiple data sources and provide robust analytical tools, enabling proactive and
reactive measures against doping. Key Objectives (a) Data Integration: Combine data from
various sources, including testing results, athlete biological passports, and third-party
information,
Background:toTraditional
create a comprehensive database. (b)
methods of disseminating Advanced
anti-doping Analytics: often
information Utilizefail
advanced
to engage
younger athletes effectively. Gamification, the application of game-design elements and game
principles in non-game contexts, can be a powerful tool to make learning about anti-doping
rules more engaging and interactive. By incorporating gamification, the National Anti-Doping
Agency can enhance its educational initiatives and foster a culture of clean sport among young
189 Software Smart Education athletes. Description: The above problem statement envisages the creation of a gamified
platform to educate athletes on anti-doping rules and practices. The solution should be
engaging, informative, and foster a culture of clean sport among young athletes. It should
incorporate game elements such as points, badges, leader boards, and challenges to motivate
users to learn and apply anti-doping information. Key Objectives (a) Engagement: Develop
engaging
Background:andAuminium
interactivewire
content
rod isthat motivates
produced athletes
in Wire to learn
rod mills about
of cast anti-doping,
house, leveraging
where an
aluminium cast bar of trapezoidal cross section having area 3437 sq. mm is first casted and
then further rolled by 15 nos. of stand in series to gradually reduce the cross section to obtain
final 9.5 mm diameter rod. Description: The casting parameters that affects the wire rod
properties like UTS, Elongation and Conductivity are dependent on chemical composition,
190 Software Miscellaneous casting temp. Cooling water temp. , Casting speed, Cast bar entry temperature at rolling mill,
Emulsion temperature and pressure at rolling mill, Emulsion concentration and finally rod
quench water pressure. These parameters are dynamic in nature and any deviation on one of
the above affects the final rod properties. Expected Solution: Use of AI, ML or any modern
technique to analyze those parameters and control them to effectively obtain the final desired
parameters
Background:ofMultiplicity
the Wire rod produced. and implementing agencies in Indian Urban landscape is
of authorities
one of the biggest challenges for urban governance. Not only does it lead to underutilization of
resources available with various departments, execution of multiple projects at same site may
also lead to interference and delays due to miscoordination. A digital platform for
interdepartmental cooperation can potentially resolve these issues and make inter-
191 Software Miscellaneous departmental cooperation more streamlined. Example- A road developed by one agency, may
get damaged due to installation of gas pipelines or utility ducts on road 2 months later. This
can be resolved with preemptive collaboration between both implementing agencies.
Description: The digital platform can provide solutions for- 1. Exchange of data and resources
(technical expertise, machinery, technology etc.), and list of ongoing and upcoming projects
between various
Background: Theagencies.
monitoring2.ofScheduling of tasks,ofreports,
physical progress and work
construction distribution
activities between
requires a technical
expert to visit and observe the site. Due to large number of projects in Indian cities, field visits
by technical experts for weekly/daily monitoring becomes non-feasible. A machine learning
based solution, which can identify the status of construction activities based on images, can
allow the ULBs, state agencies, and central agencies to monitor physical progress daily, or
192 Software Smart Automation even in real time. Description: The problem requires a machine learning based software
solution in which images from sites of ongoing building construction projects can be
processed, to identify the stage of construction. As the construction activities include multiple
components, stages in construction, and interior works; the software can take inputs regarding
(number of building in image, type of progress in construction activities to be assessed
(foundation, super-structure, facade, interiors, etc.)), to identify the type of algorithms to be
 Background: The monitoring of physical progress of construction activities requires a technical
expert to visit and observe the site. Due to large number of projects in Indian cities, field visits
by technical experts for weekly/daily monitoring becomes non-feasible. A machine learning
based solution, which can identify the status of construction activities based on images, can
allow the ULBs, stage agencies, and central agencies to monitor physical progress daily, or
193 Software Smart Automation even in real time. Description: The problem requires a machine learning based software
solution in which aerial/drone-based images from sites of ongoing road construction projects
can be processed, to identify the stage of construction. As the road construction activities
include multiple components and stages in construction; the software can take inputs
regarding (type of activity, exact road stretch (from which location to which location) etc.), to
identify the type
Background: of algorithm
In metro systemtoOEM
be used to the
install analyze the images.
switches and bindFor different
these components
switches with theirof
MAC address mostly so it is difficult to install or upgrade the different switch in network without
compromising the cyber security. Retrofitting these systems with modern security protocols
can he challenging and costly, particularly for organizations with limited resources or technical
Blockchain & expertise. Description: The problem statement aims to develop a universal switch set
194 Software equipped with data encryption and decryption capabilities that can be seamlessly integrated
Cybersecurity
into various legacy applications lacking cyber safety measures. The switch set will provide a
standardized interface for encrypting sensitive data before transmission and decrypting it upon
receipt, thereby enhancing the security of legacy systems. The switch set will support industry-
standard encryption algorithms and protocols to ensure compatibility with a wide range of
legacy applications.
Background: It willMinister's
The Prime be designed to be
Special easily configurable
Scholarship and customizable
Scheme (PMSSS) to
aims to support the
education of students across India. Traditionally, the process of disbursing scholarships
involves significant paperwork, including the submission and verification of documents, which
can be time-consuming and prone to delays. The SAG Bureau seeks to streamline this
process by developing an online mechanism that allows students to submit their documents
195 Software Miscellaneous digitally. This initiative will facilitate quicker verification and disbursement of scholarships
without the need for hard copies, promoting efficiency and reducing the environmental impact
of paper usage. Description: The proposed system will allow students to upload their required
documents through a secure online portal. Upon submission, the documents will be
automatically sent to the SAG Bureau for verification. Once verified, the SAG Bureau will
forward the approved
Background: documents
The All India Counciltoforthe Finance Education
Technical Bureau for(AICTE)
the release of primary
is the payments. The
body
responsible for the accreditation and approval of technical education institutions across India.
This process, which includes application submissions, document verification, and detailed
evaluations by multiple stakeholders, is currently burdened by inefficiencies. The existing
system relies heavily on manual processes and paperwork, leading to delays, administrative
196 Software Smart Automation overhead, and limited visibility into the approval process. Problem Statement: The AICTE
approval process involves numerous steps and interactions among educational institutions,
regulatory authorities, and evaluators. There is a need for an innovative AI-supported portal
that can modernize and streamline the approval workflow, enhance transparency, and
significantly reduce processing times. Description: 1. Automate and Optimize Workflow:
Design an AI-driven
Background: portalinspections
Institutional that automates and refines
are crucial the submission,
for maintaining verification,
educational and and
standards
ensuring compliance with regulatory guidelines. Traditional inspection methods are manual,
time-consuming, and often lack consistency. There is a need for a more efficient, consistent,
and data-driven approach to institutional inspections. Detailed Description: An AI-driven
Inspection System for Institutions aims to revolutionize the way inspections are conducted by
197 Software Smart Automation incorporating AI technologies to enhance accuracy, efficiency, and consistency. This system
would leverage AI algorithms to analyze various aspects of an institution, such as
infrastructure, faculty qualifications, student performance, and adherence to regulations. The
system can utilize image recognition for facility inspections, natural language processing for
analyzing reports and documentation, and machine learning for identifying patterns and
potential issues.
As the global shiftReal-time data collection
towards renewable andintensifies,
energy analysis would
solar enable inspectors
trackers, to make
which adjust solar
panels to follow the sun’s path, are crucial for maximizing solar energy efficiency.
Consequently, it is essential to design controllers for solar trackers that can optimize the angle
of incidence between solar panels and sunlight. This tracking of the sun’s trajectory can be
Clean & Green done accurately by managing at least one mechanical axis (azimuth, elevation, roll). As a
198 Software preliminary step, a simulation-based control system, using tools such as SimscapeTM
Technology
MultibodyTM and Simulink®, can be designed with a single-axis control based on location-
specific solar paths. The workflow would involve integrating an electrical motor model
(developed using tools like SimscapeTM ElectricalTM), designing a PID control system,
developing an algorithm for optimal axis positioning, and validating the system through
simulation.
Description:InThis
the project
subsequent
aims steps after validation,
to enhance (Low Lightthe motor
Image control system
Enhancement) thecan be deployed
feeble light
reflected from PSR regions of Lunar craters into a better SNR image for interpretations.
Challenge: Feeble signal to better signal image generation. Low light image noise removal.
Usage: For generating first of its kind PSR image map of lunar poles captured by OHRC of
Chandrayaan-2. Users: Landing site selection users and geomorphological application users.
199 Software Space Technology Available Solutions (if Yes, reasons for not using them): Specific solution of Chandrayaan-2
needs to be developed. General techniques and algorithms are available. Desired Outcome:
Software for generating low light image enhancement.
 Description: Synthetic Aperture Radar (SAR) imagery is rich in structural and textural
information but lacks the intuitive appeal of color, which can provide more comprehensive
insights for space borne applications. SAR image colorization using Deep Learning (DL)
models offers a transformative approach for enhancing the interpretability of monochromatic
SAR image data. The project aims to develop an innovative solution to colorize grayscale SAR
200 Software Space Technology images for enhanced interpretation and analysis of feature targets. A novel DL model needs to
be designed and trained using pairs of SAR and Optical images, minimizing a loss function
that captures the difference between predicted and actual color images. The participants are
challenged to create a DL system that can accurately predict and apply colors to SAR images,
making surface features more distinguishable and interpretable. Challenge: The challenges
require innovative
Description: approaches
Develop an AI/ML in data pre-processing,
(Artificial DL model
Intelligence/Machine design,model
Learning) and evaluation
to generate fine
spatial resolution air quality map from coarse resolution satellite data. It should utilise existing
python-based ML libraries. Developed model need to be validated with unseen independent
data. Challenge: To utilise large satellite data having gaps under cloudy conditions To select
Clean & Green suitable ML algorithm and ensure optimal fitting of ML model for desired accuracy To validate
201 Software model output with unseen independent data Usage: To enhance air quality knowledge,
Technology
Sharpen focus at local level Users: Researchers and government bodies monitoring/working
on air quality assessment Available Solutions (if Yes, reasons for not using them): Individual
components are available, comprehensive and proven solution does not exist. Desired
Outcome: Fine resolution air quality map of NO2
Description: Develop a mobile or desktop (qgis plugin) or web application that uses on-device
GPU/NPU for interactive semantic segmentation on images loaded using WMS service.
Challenge: To ensure the system is user-friendly and accessible, even for non-technical users.
To utilize the computational power of GPUs/NPUs to enhance the performance and
responsiveness of the system and reduce reliance on server side GPU compute. Usage:
202 Software Smart Automation Useful for assisting on-screen digitization for various remote sensing applications. Users:
WebGIS application developers and the end users of these applications. Available Solutions (if
Yes, reasons for not using them): Individual components are available, comprehensive and
proven solution does not exist. Desired Outcome: 1. The tool should be compatible with and
OGC compatible WMS service. 2. It should provide data export in geospatial format of user
selected features
Description: (geojson/kml).
Develop 3. Itautomatically
a system that should makegenerates
maximumvideos
utilisation of frame
using on-device
interpolation
techniques given a WMS service that provides satellite imagery at regular intervals (e.g. every
30 minutes) and a bounding box. The AI based video generator should interpolate frames (for
e.g. at every minute between 30 minutes) for smooth visualization of moving objects. This
video should be displayed on an interactive browser based map (using openlayers or leaflet).
203 Software Smart Automation Challenge: Frame interpolation of objects such as clouds which are deformable and even
appear disappear between frames. Overlaying videos on web based map visualization libraries
is straightforward on commercial libraries such as mapbox. Developing the same functionality
for modern open-source webgis libraries will be an added effort. Usage: Can be implemented
for visualization on VEDAS/MOSDAC/BHUVAN Users: WebGIS application developers and
the end users
Description: of these
DVB -S2X applications.
waveforms isAvailable Solutions
have various types(ifofYes, reasonsscheme
modulation for not using them):
like QPSK,
APSK etc. The selection of modulation scheme is based upon channel. A novel AMR based
soft algorithm is need to develop to detect the DVB S2X modulation waveform on ground in
order to synchronized the ground receiver from satellite Challenge: 1. To develop the
algorithm compliant to existing DVB S2X waveform. 2. To ensure the develop algorithm should
204 Software Smart Automation not complex to implement and not taking much hardware resources. 3. To integrate all DVB
S2X waveform together and having a single detection algorithm. Usage: To develop Automatic
modulation recognition algorithm of software define radio based upon DVB S2X waveform.
Users: All software define radio user who are designing the new SDR based upon DVB S2X
waveform will required this algorithm. Available Solutions (if Yes, reasons for not using them):
Solution exitsDesign
Description: but more
andversatile, less complex
development and more generic
of novel applications nature
of Cloud algorithms
Optimized is required,
GeoTIFFs for
Efficient Streaming and On-the-Fly processing of INSAT Satellite Data. Challenge: 1. Data
Acquisition and Preprocessing: Acquire Level 1 INSAT satellite data from relevant sources.
Pre-process the data to ensure compatibility with the COG format. 2. COG Generation:
Clean & Green Develop a pipeline to convert INSAT Level 1 data into Cloud Optimized GeoTIFFs. Ensure the
205 Software pipeline supports multiple spectral bands and their efficient encoding. 3. Selective Streaming
Technology
and Partial Download: Implement selective streaming capabilities to allow users to access
specific data regions and bands without downloading entire files. Enable partial downloads for
efficient data handling and reduced bandwidth usage. 4. On-the-Fly Manipulations: Develop
tools for real-time manipulations of multiple spectral bands, including band arithmetic, colour
adjustments, and custom
Description: Building visualizations.
Integrated Integrate
Photovoltaic these
(BIPV) tools are
systems intothe
a user-friendly
solar power interface for
generating
products or systems that are seamlessly integrated into the building envelop. The satellite data
from Indian Satellites such as Cartosat-2/3 and Cartosat-1 are capable of generating 3D city
models up to LoD-1. These LoD1 models, which are derived by extruding a footprint to a
Renewable / Sustainable uniform height, can be used for simulating building shadows. This project aims to develop an
206 Software interactive application for assessing BIPV potential using LOD-1 3D city model. It will involve
Energy
simulating shadow of adjoining buildings on each face of the building and estimating incident
solar energy on the vertical face of the building. The application will render the building surface
according to available BIPV potential. Challenge: * 3D Visualisation of LOD-1 City Model *
Simulating Building Shadows in 3D * 3D Rendering of BIPV Potential on Building Usage:
Application of Space-based inputs for Renewable Energy Users: The application will be
 Description: Algorithm development using AI-ML techniques to distinguish vehicular movement
on highway and service road. Challenge: The algorithm shall be able to distinguish the vehicle
movement on highway or service road even if intermittent GNSS position is not available or
large bias is observed in GNSS coordinates. Usage: To support the applications such as
GNSS-based tolling Users: Vehicles moving on highways Available Solutions (if Yes, reasons
207 Software Smart Automation for not using them): Not available as a comprehensive solution Desired Outcome: The
developed algorithm shall provide the following: 1. Use the coarse GNSS position of the
moving vehicle and plot the movement on a map 2. Using map-matching techniques, identify
the movement of vehicle on the highway or the service road 3. Apply AI-ML techniques to
improvement map-matching performance.
Description: Develop an application firewall for end-points that can identity and restrict access
of application to external network/hosts. The application firewall should provide further granular
control of restricting domains, IP addresses and protocols for each application. The firewall
should be manageable through a centralized web console where policies for each end-point
Blockchain & and application can be centrally deployed. Firewall agent should also be able to monitor
208 Software network usage behaviour of each application and generate alerts on central dashboard for any
Cybersecurity
traffic anomaly using AI/ML. Challenge: Applying separate firewall policies for each application
running on the end-point and managing them through a central web console. Usage: End-point
security, network security Users: Cyber security teams Available Solutions (if Yes, reasons for
not using them): Individual components are available Desired Outcome: The solution should
provide following
Background: ODDcomponents: 1. Solution
School Structure refers should identify
to schools that the domains
do not andtoprotocols
conform that any
the standard
categories defined by the Ministry of Education under the UDISE+ portal. These standard
categories are designed to align with the Samagra Shiksha framework, which aims to ensure
uniformity and consistency in the educational structures across the country. Schools falling
outside these categories, due to variations in grade configurations, are classified as having
209 Software Smart Automation ""odd structures."" However, 145,012 schools across the country fall into the ""odd"" school
structure category due to variations in grade configurations. These odd structures pose
challenges for the uniform implementation of educational policies and schemes, such as
Samagra Shiksha. This misalignment is particularly significant in states like Goa, Mizoram,
West Bengal, and Kerala, where the majority of schools do not conform to the standard
categories. Description:
During investigation whenThe
theproblem of oddaccounts
social media school structures affects the are
of accused/suspect equitable
openeddistribution
for
examination or creating Panchnamas, it would be better if some tool is designed which can
automatically parse the data and provide the screenshot of the posts, messages, timeline,
friend list, following, followers, account info, etc and provide screenshots in a documented
form. * The examiner may choose to print the screenshots as per requirements. This will omit
210 Software Miscellaneous any human error during the process and also help to thoroughly reviewing the data found for
the said social media account. * Separate options for Facebook, Twitter, Instagram, Telegram,
WhatsApp, Google account etc may be provided in the tool. * Many a times, the social media
accounts do not open in Desktops even if we have the right credentials and the examiner have
to use a dummy android phone. So, two separate versions (Android and windows) of this tool
will be helpful.
To design and develop an innovative digital forensics and incident response tool with an
intuitive and accessible interface for investigators, that streamlines the process of importing
evidence, conducting automated analysis, and generating detailed reports. The tool should
feature an interface with clear navigation & real-time data visualization and should support: 1.
Blockchain & Automated data collection from RAW images (forensic images) and other formats using disk
211 Software imaging tools 2. Automate the scanning and analysis of data, including files, system logs,
Cybersecurity
registry entries, network activity etc. 3. Identify indicators of compromise (IOCs) and related
suspicious activities 4. Integrate AI/ML algorithms for anomaly detection and pattern
recognition. The AI/ML feature should incorporate a scoring system and recommendation
engine that allow investigators to quickly focus on the important artifacts. 5. User-friendly
review optionsDark
Background: should
webinclude interactive
is being timelines
used for illegal and graphical
purposes summaries,
and number while
of market places are
being operated by the underground operators which facilitate illegal buying/selling of
drugs/weapons/data leaks/counterfeit moneys/documents etc. Platforms, being anonymise to
the LEA, make it difficult to identify the market place running on dark web mainly TOR
Blockchain & Network. Description: Running the illegal sites on dark web network only requires the access
212 Software of TOR Browser and TORRC file to run the market from local system. For hosting the services,
Cybersecurity
people may utilise the paid or freely available hosting servers. Being on TOR network (V3), it
is very difficult to identify the underground operator running the market. Amid running market
on TOR network, the underground operator provides the access of his portal though his
ISP/VPN services which has been taken from the respective ISP of his country and the VPN
service provider.
Background: Expected
Fuzzing Solution: It process
is an automated is expected that any solution
of identifying like
software tool or technique
vulnerabilities by may
supplying unexpected and faulty inputs to the software. The main aim of fuzzing is to identify
the crucial edge cases where a software might fail. Therefore, fuzzing provides a crucial
insight into the stability and security of the software. The process of fuzzing can be divided into
Blockchain & following broad steps – 1. Identification of Target Function(s) – Target function(s) are typically
213 Software those functions that act as entry points for processing input data. They use various APIs to
Cybersecurity
perform operation on the input data. 2. Developing harness – Harnesses are small code stubs
whose sole purpose is to invoke the target function by using mutated data inputs. A harness
bridges the gap between how the fuzzer generates input and how the target application
receives and processes the input. 3. Fuzzing - In this step, a fuzzer is used to generate
numerous data inputs which are then passed to the target function using the harness. The
 Background: It is a requirement for some organizations to add features by modifying an
existing android application. The current security scenario requires a secure mobile operating
environment and applications, allowing organizations to quickly modify the apps being used
and also test their working on the latest versions of Android. Description: A framework for
adding new security features in an existing application is a valuable tool in the toolkit of
214 Software Miscellaneous android application developers. The challenge is to add new features and functionalities in the
existing android applications for Android 14 or higher. This framework is required for adding
layers of security to the app, known only to the user organization and catering to its specific
requirements. Expected Solution: Web based framework for adding security layers in given
APKs while maintaining their original functionalities is required. Modified APK should be able
to function onAndroid
Background: Androidapplications
14 having access to all the system
are increasingly resources
becoming which
an integral theoforiginal
part APK
daily life,
offering various services and functionalities. However, their widespread use also makes them
prime targets for security vulnerabilities. Identifying and mitigating these vulnerabilities during
the development phase is crucial for ensuring the security and integrity of these applications.
Static analysis provides a method to examine code for vulnerabilities without executing it,
215 Software Miscellaneous allowing developers to catch and fix security issues early. Detailed Description: This report
outlines a comprehensive framework for conducting static analysis to detect vulnerabilities in
Android applications. The framework covers the following key aspects: 1.Preparation •
Gather Requirements: Define the scope and objectives of the static analysis process.
Determine which parts of the application will be analyzed and the specific types of
vulnerabilities to lookevidence
Background : Digital for. • Select Tools: increasingly
has become Choose appropriate
crucial instatic analysis
forensic tools tailored
investigations. The
recovery of deleted data from storage devices is essential for reconstructing timelines,
identifying suspects, and uncovering critical information. Traditional file systems like FAT and
NTFS have been extensively studied, and tools for recovering deleted data from them are
Blockchain & relatively mature. However, modern file systems like XFS and Btrfs, designed for performance
216 Software and reliability, employ complex data structures that pose signifycant challenges for data
Cybersecurity
recovery. Forensic investigations often involve recovering various file types, including
documents files, log files, and system files. These files contain valuable information about
system activities, user behaviour, and potential criminal activities. The ability to recover
deleted files along with their complete metadata, such as creation, access, modification, and
deletion timestamps,
Background: is crucial for
Web applications areestablishing timelines
ubiquitous and serve and corroborating
as the evidence.
backbone for a myriadDetailed
of
online services. However, their complexity and extensive use make them prime targets for
cyber-attacks. Hidden directories, virtual hosts, API endpoints, URL parameters, and
subdomains can all harbour vulnerabilities that attackers might exploit. Identifying these
vulnerabilities through comprehensive fuzzing can significantly enhance the security of web
217 Software Miscellaneous applications. A versatile fuzzer that automates the discovery and testing of these components
is essential for proactive security measures. Detailed Description: This documentation outlines
the development of a comprehensive web application fuzzer, detailing its functionalities and
usage across various web application components: 1. Preparation o Gather Requirements:
Define the objectives and scope of the fuzzing process. Identify the web application
components
Background: to beDepartment
The tested and the types has
of Posts of vulnerabilities
implemented to target. o Abhiyaan
Swachhta Select Tools:
in itsChoose
entire the
network with intense and focused efforts in the last 10 years. In 2023-24 it has introduced
more systematic efforts towards institutionalization of Swachhta Protocols in its entire network
and also introduced Lifestyle for Environment Practices through an introductory course on the
Clean & Green iGOT portal of GOI and Mission Karmayogi portal of the Department. In the year 2024, the
218 Software Department has prescribed a Swachhta Action Plan (SAP) 2024 template and provided a
Technology
toolkit to the field units to adopt fit to local context activities under Swachhta Abhiyaan from the
menu of activities prescribed for the entire network to choose from. Through the SAP 2024,
the Department aims to institutionalize Swachhta protocols across the network with local
ownership and adherence to basic standards. To ensure the outcome the solution to the
Problem
Background:Statement may be useful
The Department for the
of Posts hasDepartment to meet
well laid down normitsfor
objectives
services across the in its
to customers
Citizens’ Charter. These service standards include provision of hassle free counter services
with defined time norms for all basic transactions. The waiting time for customers in bigger
offices is managed with a Dynamic Queue Management System. A system of quick response
on the service experience based on manual feedback forms has been in vogue in the
219 Software Smart Automation Department in the past. The Department has also tried adopting the SMS and link based
“Rapid Assessment System” with a proof of concept being provided through the pilot project.
CCTV is also installed in various post offices across the country for better monitoring and
timely intervention. Even with the progressive adoption of the emerging and available
technology based solutions for measuring and improving customer experience, the
Department
Background:ofThePosts needs a solution
Department of Poststhat is easy
operates 76tonational
implement in aunder
routes large All
number of offices. In
India Road
Transport Network (RTN). Commercial trucks of 5-14 tonnes capacity ply on these routes
carrying parcels and mail. There are also state or intra-circle routes operated through a
combination of commercial and departmental trucks for carrying parcels and mail. Description:
Transportation & The RTN trucks, operating on various routes, touch intermediate points, where parcels and
220 Software mail are off-loaded and loaded. The capacity utilization of the trucks fluctuates depending
Logistics
upon the volume of parcels/mail being carried by it [illustration: On the Ahmedabad-Ajmer-
Jaipur route, Ahmedabad loads the truck up to 80% capacity for Ajmer. At Ajmer, 20 % of the
volume is offloaded, and 30% loaded, bringing total loading to 90% capacity (80-20+30 = 90).
Similarly, at Jaipur, 40% volume is offloaded and 50 % loaded, bringing total loading to 100%
(90-40+50= 100)]. Real time data is required for optimal utilization of truck capacity and
 Background: The Department of Posts (DoP) plays a vital role in India's social and economic
fabric. Its vast network also has a significant ecological impact. Good intentions and individual
efforts for sustainability, LiFE and environment friendly practices are visible throughout the
network of India Post. Even with these all pervasive sustainability practices, a standardized
Clean & Green reporting framework to measure and improve environmental and social performance and
221 Software impact is missing across the DoP network. By leveraging digital technologies, the BRSR
Technology
platform can enable and empower the DoP to become a sustainability role model across all
socio geographic communities around each post office. It would also help optimize resource
use, minimize negative environmental impact, and help socio-economic development across
the country with adequate fit to local context in each geography. Description: This challenge
seeks a cutting-edge
Background: digital solution
The Department to implement
of Posts (DoP) runsaaBusiness Responsibility
vast network of over 1.65& Sustainability
lakh post offices
to deliver a wide range of services in mail and parcel, payments, financial and banking
services and retailing of citizen centric services for ease of access and improving the quality of
life around each post office. This vast country wide network is managed through the Divisional
Offices which are the fulcrum of all activities in post offices within their jurisdiction. With IT
222 Hardware Miscellaneous Modernization and digitization of processes across its network, there is a wealth of data to
govern the DoP in its current context. However, adequate capacity in this direction at the
Divisional level has not been developed and the oversight on the postal units in each division
is a combination of inspections, visits and web-based reporting in various priority project areas
taken up by the Department during the course of the year (financial inclusion drives, Ghar
Ghar Tiranga,The
Background: Swachhta Abhiyaan
Department etc).(DoP)
of Posts As it works towards
prioritizes a mature
citizen digitalwith
satisfaction anditsdata driven
"Citizens'
Charter" outlining service delivery standards. However, ensuring consistent service quality
across a vast network of operative offices remains a challenge. Real-time measurability and
transparent communication are crucial for building trust and accountability. This innovative
Transportation & solution can transform DoP's Citizens' Charter monitoring system, leading to: Increased
223 Software Accountability and Transparency: Enhanced citizen trust through readily available data on
Logistics
service delivery performance. Data-Driven Decision Making: Identifying areas for improvement
based on real-time insights. Improved Service Delivery: Proactive measures to address delays
and bottlenecks, leading to faster delivery times and higher citizen satisfaction. By fostering a
culture of data-driven decision making and citizen engagement, this solution can solidify DoP's
commitment
Background: to its Citizens'ofCharter
Department and elevate
Posts (DoP) covers its service
around 219delivery to new
countries heights.
where a large diaspora
of India in different economic capacities exists. PIOs still take/use Indian Products such as
Puja Samagri/Traditional Attires/ Handicrafts. Most of them are dependent on e-commerce
platform. Through this they cannot be assured of the quality of the products they get and
Transportation & transportation cost may also be very high. Secondly local sellers/small handicrafts artisans
224 Software who are the actual manufacturers are not able to ship high quality products because of limited
Logistics
resources and information at their disposal. Hence there is a need to connect the Indian
Community abroad with the local artisans. Description: In order to overcome this issue an
application is required through which one can go to a particular local seller as per their
preference and should be able to onboard the seller as well. The following data points may be
required to beThe
Background: integrated in theofsaid
Department PostApplication. 1. Global
in India boasts Indian largest
the world's Diaspora Datanetwork,
postal on the basis
with
over 165,000 post offices. Through nearly 19,000 pin codes across the country the postal
network manages the delivery of postal items across its network. One common issue is the
mismatch between the specified Delivery Post Office name and the area PIN code on mail
Transportation & items, leading to delays and customer dissatisfaction.The delivery network design keeps on
225 Software evolving as Nodal Delivery Centres and Delivery Hubs are introduced to bring in more
Logistics
efficiency in operations. From the perspective of the customer, the challenge is two fold: (a) to
know the correct Pin Code, which is itself a challeng; (b) the dynamic nature of operations
inside with merged pin codes etc for all or certain categories of mail is also a challenge.
Though the customer does not need to bother about (b), the internal system of India Post
needs to takeIndia
Background: care Post
of both issues
boasts the(a) and (b)
world's for efficient
largest and correct
postal network. deliveryensuring
However, at all times.
the
timely and accurate transmission of mail remains a significant challenge. Transmission of
mails in the Department of Posts is done through its own Mail Motor Service and hired
contractual Road Transport Network. Apart from that Postal Mail transmission is also heavily
Transportation & reliant on third party operators, viz., Railways, Flights, Ships, Helicopters etc. Few issues that
226 Software hamper timely transmission are natural calamities, rescheduling or cancellation of flights /
Logistics
trains / ships / helicopters etc., security detention, Embargo, Road / Rail accidents, blockage
etc. Description: Postal services are the backbone on written communication even today. In a
country like India, that is heavily dependent on migrant workers and earning members of
families living in far off places, parcels / gifts / medicines etc. sent through the postal network
too play a vitalThe
Background: role.In order to of
Department transmit all such
Posts has mails in avarious
implemented streamlined
Post way,
Officeand in a time-
Savings Bank
(POSB) Schemes in All over India uniformly. However, each socio-geographic formation at the
state, district, block and village level has its own demographic realities that require a
customised thrust for making the relevant financial and insurance services available to the
served population around each post office. For example, in West Bengal, there are some
227 Software Miscellaneous villages where percentage of females are higher where if Melas for Sukanya Samriddhi
Accounts ( SSA) and Mahila Samriddhi Samman Patras (MSSC) can be arranged, the
effectiveness of the sales effort and the conversion rate will be higher. Similarly, in some
villages the number of senior citizens are higher and higher number of Senior Citizen Social
Security (SCSS) accounts can be opened for their benefit to justify presence of post offices in
these areas. But there is no such report from where it can be identified, where and when the
 Background: Due to fast and hectic lifestyle, in modern era, GenZ often desires to get more
customised, time bound doorstep service for their opted products or services. E-commerce
organisations like Amazon,Flipkart, financial organisations like ICICI, HDFC etc are providing
door step products/services with use of advanced technology like digital platform or machine
Transportation & learning through AI. This creates another level of acceptance across the world among the
228 Software recipient for the organisation. This is becoming part of basic customer expectation and needs
Logistics
to be included in the Department’s common value proposition with the help of a robust system
tied to its operational system. Description: India Post as the largest mail delivery organisation
in India delivers articles/parcels at the door step of customer. The delivery is one of the key
services the Department offers to the citizens of India. Department reaches last mile of
delivery through
Background: Oneitsofbranches. The
the primary deliveryfor
concerns process initiates
philatelists at the
in our booking
country Post
is the officeaccess
limited after to
philatelic material released nationwide. Currently, each postal circle releases its own material,
catering primarily to philatelists within its respective jurisdiction and immediate reach.
Consequently, philatelists from other circles often find it challenging to obtain such material.
Transportation & Additionally, there is a lack of awareness regarding ancillary releases among the philatelic
229 Software community nationwide. Description: To address these issues, the development of a
Logistics
comprehensive website dedicated to philately, which would serve as a centralized platform for
philatelists across India is the prospective solution suggested. This website would facilitate the
creation of a National Philately Deposit Account, enabling philatelists to access philatelic
material released pan India. Other supporting mechanisms to strengthen the community can
also be thought
Background andofDescription:
and integrated to theGrey
Effective mainWater
solution. Expected Solution:
Management Thetoproposed
is essential maintain the
health of aquatic ecosystems and ensure the safety of water sources. With increasing
urbanization and industrial activities, water contamination has become a pressing issue. The
need to implement technical solutions that can efficiently remove contaminants, such as heavy
Clean & Green metals, chemicals, and microbial pollutants, before water is discharged into rivers and lakes is
230 Hardware critical. These solutions should align with the principles of sustainability and be cost-effective,
Technology
scalable, and adaptable to various environmental conditions. Greywater should be treated at
the source to minimize pollution and reduce the burden on natural water bodies. In areas
where greywater is managed at a community level or Drain End Point, technologies should be
integrated to treat large volumes of water efficiently, ensuring minimal environmental impact.
Expected
Background Solutions: Develop and
and Description: deploypopulated
In densely technical solutions that the
urban areas, canchallenge
effectivelyofmitigate
managingwater
both grey water and black water together becomes more complex due to space constraints
and higher volumes of wastewater. A comprehensive mechanism is required that can
efficiently treat both types of wastewater with minimal land usage while ensuring public health
Clean & Green and environmental safety. The system should be designed to maximize water reuse and
231 Hardware minimize waste generation, adhering to the principles of sustainability. This approach could
Technology
include centralized treatment plants with advanced technologies for water purification, or
decentralized systems that integrate grey water and black water treatment at the community or
household level. The goal is to develop a solution that not only meets the needs of densely
populated regions but also contributes to the overall reduction of water pollution and
conservation
Background and of water resources.
Description: Expected
At the Solutions:
village level, Design a mechanism
the production thatofeffectively
and utilization
Fermented/Liquid Organic Manure (F/L OM) face significant challenges, particularly in
understanding the nutrient profile of the bio-slurry. This lack of awareness often leads to
inefficient application, reduced crop yield, and potential environmental issues due to over or
Clean & Green under-application. Accurately measuring the nutrient content of F/L OM is essential for
232 Hardware optimizing its use and ensuring sustainable agricultural practices. However, existing solutions
Technology
are often expensive and complex, making them inaccessible to small farmers. Expected
Solution: The development of low-cost, easy-to-use kits that can accurately measure the
nutrient content of F/L OM. These kits should be affordable for small farmers and provide
reliable data on the levels of nitrogen, phosphorus, potassium, and other essential nutrients.
This will enable
Background andfarmers to make
Description: informed decisions
Fermented/Liquid about
Organic the application
Manure (F/L OM) of
is F/L OM, thereby
a valuable
resource for improving soil fertility and crop production at the village level. However, the
nutrient content of F/L OM can vary widely, often being insufficient to meet the needs of
various crops. Enrichment of F/L OM with additional nutrients or through enhanced
Clean & Green fermentation processes can significantly improve its efficacy as an organic fertilizer. Despite
233 Hardware this potential, current enrichment methods are often too costly or complex for small farmers to
Technology
implement, limiting their ability to fully benefit from F/L OM. Expected Solution: The creation of
low-cost, scalable enrichment models for F/L OM that can be easily adopted by small farmers.
These models should focus on enhancing the nutrient content of F/L OM through affordable
additives or optimized fermentation techniques. The goal is to produce a more potent and
consistent
Background organic fertilizer that
and Description: Thecan
Jalboost cropMission
Jeevan yields while
(JJM)remaining accessible
emphasizes not only and practical
the provision
of safe drinking water but also the assurance of its quality at the household level.
Bacteriological contamination, particularly by pathogens such as E. coli and Total coliform,
presents significant health hazards, especially in rural areas. Traditional methods of testing for
bacteriological contamination are often inaccessible, costly, or require specialized knowledge,
234 Hardware Smart Automation making them unsuitable for widespread use in rural communities. The goal of this challenge is
to develop a personalized testing kit specifically designed to detect bacteriological
contamination in drinking water. This kit should be user-friendly, affordable, and capable of
providing accurate results comparable to those obtained through laboratory analysis. The
ultimate aim is to empower rural households to independently monitor the bacteriological
safety of their drinking water, enabling timely intervention to prevent waterborne diseases.
 Background and Description: Under the Jal Jeevan Mission (JJM), ensuring the safety and
quality of drinking water is critical. Residual silver ions are often used as a disinfectant,
especially in cases where chlorine may not be suitable. However, the concentration of residual
silver ions in drinking water must be carefully monitored to avoid potential health risks, as
excessive levels can be harmful. Existing methods for testing silver ion levels are often
235 Hardware Smart Automation complex, expensive, and inaccessible to rural populations. The objective of this challenge is to
develop a personalized testing kit specifically for measuring residual silver ion levels in
drinking water. The kit should be affordable, easy to use, and capable of delivering results with
accuracy comparable to that of laboratory tests. This will empower rural households to monitor
and ensure the safety of their drinking water, preventing potential silver ion overexposure.
Expected Solutions:
Description: i. The
1. National deviceGuard
Security should(NSG)
be portable and capable
is a Federal of accurately
Contingency detecting
Force, which low
operates
within a Close Quarters Battle (CQB) environment in an urban warfare scenario. NSG
operates on modus operandi of Small Team Operations, with the House Intervention Team
(HIT) being the smallest combat unit. 2. In any CQB scenario, the NSG Task Force operates
down to a HIT level with the Task Force Commander situated at the Integrated Command Post
236 Software Miscellaneous (ICP), with an aim to get real time location of the soldiers and a better tactical picture of the
ongoing operations. The HITs mostly operate in built up areas (for example in Hotels,
Hospitals, Metro stations, Buildings of National importance, etc) consisting of multiple floors
and basements. Every soldier operates with the advanced military gear and radio
communication utilized for conveying operational decisions. In such a setup, knowing the exact
location of the
Description: 1. soldier
Nationaldown to theGuard
Security floor/ (NSG)
basement is of paramount
operates importance.
inside buildings, built up3.areas
Traditional
and
other infrastructures like metro stations, schools, etc in case of any terror. Since the
operations are of National security significance, better understanding of the target layout is of
paramount importance. 3-Dimensional walk through of the buildings helps in the efficient
understanding of the target layout and also enables effective briefing of the troops by the
237 Software Smart Automation Commander for operating inside such targets. 2. Presently, the building authorities provide 2-
Dimensional layout of the building in the form of blue prints/ floor plan. Assimilation of the
situation and appreciating the potent threat with the help of 2-Dimensional layout turns out to
be a challenging task. In such a scenario, a 3-Dimensional walk-through of the building helps
significantly in increasing the efficiency of the ground forces while operating. 3. The software
which needs to
Background: be developed
ITBP is a border should take
guarding the deployed
force 2-Dimensional
along blueprint
Indo Chinalayout as input
Border whichand also
is high
altitude mountainous terrain, remote & sparsely populated area. Prevailing sub zero
temperature in deployment area coupled with low atmospheric pressure & high wind speed
drastically reduces output of human as well as electronic equipment as compared to
plains/semi plains areas. Further deployment of ITBP is valley based which is connected
238 Hardware Robotics and Drones through main land by narrow road/track which remain cutoff due to prolonged winter/monsoon
season. Thus unique & harsh climatic condition coupled with poor road connectivity in remote
mountainous area make it quite impossible to deploy cutting edge equipment which are readily
available in the Indian market. In such conditions, logistic sustenance including supply of
essential medicine & fresh ration becomes difficult, time consuming and risky, which ultimately
affects moraleAtofpresent
Background: deployed
theforce
ITBPpersonnel and km
guards 3,488 theirlong
operational efficiency.
India-China bordersLogistic
rangingDrone can
from the
Karakoram Pass in Ladakh to Jachep La in Arunachal Pradesh. Apart from this, the Force also
has important roles in many internal security duties and operations against the left wing
extremism in the state of Chhattisgarh. Creating fake accounts on Facebook, Instagram or at
Blockchain & any other platform and fake account uses, should be identify for account suspension or legal
239 Software action. To safeguard the organization from the unknown fake account messages over any
Cybersecurity
social sites, a tool may be developed for their identification. Also a central agency should be
designated to get the information about the identified fake account holder informed by the
developed tools and accordingly, concerned social site organization will approach to
delete/suspend the fake account in time bound manner worldwide. Description: How to
discover/identify fake profiles
Background: At present on Facebook,
the ITBP Instagram,
guards 3,488 km longtwitter or other
India-China social ranging
borders apps using
fromtools.
the
Karakoram Pass in Ladakh to Jachep La in Arunachal Pradesh. Apart from this, the Force also
has important roles in many internal security duties and operations against the left wing
extremism in the state of Chhattisgarh. Description: 1. The system should leverage advanced
AI algorithms to analyze real-time data from various sources, including surveillance cameras,
240 Software Smart Automation Drones Sensors and satellite imagery to provide actionable insights to ITBP personnel
deployed in remote border regions. 2. Key functionalities should include intelligent threat
detection, anomaly identification, predictive maintenance for equipment and infrastructure,
route optimization for patrols and automated reporting of incidents. 3. The system should be
scalable, adaptable to rugged terrain and harsh environmental conditions and seamlessly
integrate
Develop anwith existing ITBP
AI-powered command
quality and control
assessment systemstofor
tool designed enhanced
evaluate operations
candidates across the
entire skill ecosystem. Assessment includes pen-paper exam, online MCQs and descriptive
exams, practical exam and viva voce exam. The tool should cater to the needs of all
candidates, including Persons with Disabilities (PWD), and support assessments in online,
offline, and blended modes. Background: The skill ecosystem in India encompasses a diverse
241 Software Smart Education range of learners candidates in various skilling programs. Ensuring the quality and fairness of
assessments across these different levels and systems is a significant challenge. Additionally,
there is a need for assessments that are inclusive of Persons with Disabilities (PWD) and
adaptable to various modes—online, offline, and blended. An AI-driven assessment tool that
can standardize and enhance the quality of evaluations across the entire skill ecosystem is
essential to meet these diverse needs. Key Requirements: 1. Holistic Assessment Coverage:
 Develop innovative products or solutions that enhance the quality of life for the elderly,
addressing their unique physical, emotional, and social needs. The products should be
designed with a focus on accessibility, ease of use, safety, and affordability, catering to the
growing demand for geriatric care. Background: As the global population ages, the demand for
MedTech / BioTech / geriatric care products and solutions is rapidly increasing. Elderly individuals often face
242 Hardware challenges related to mobility, health management, social isolation, and safety, which can
HealthTech
impact their overall quality of life. There is a need for innovative products that address these
challenges while being easy to use, affordable, and accessible. This hackathon challenges
participants to design and develop geriatric care products that enhance the independence,
well-being, and dignity of the elderly. Key Areas to Address: 1. Mobility and Accessibility:
Design
Developproducts that improve
voice-controlled gaming mobility
tools for
thatthe elderly,learning
enhance such asand
advanced walking aids,
skill development within the
skill ecosystem. These tools should be designed to engage learners in an interactive,
immersive experience, making it easier to acquire and reinforce skills across various
vocational and educational disciplines. Background: The integration of gaming and interactive
tools into the learning process has proven to be an effective way to engage learners and
243 Software Toys & Games enhance skill acquisition. Voice control, as an emerging technology, offers the potential to
make these learning experiences even more intuitive, accessible, and engaging. By leveraging
voice commands, learners can interact with educational games in a more natural and
immersive way, potentially improving retention and mastery of skills. This hackathon challenge
invites participants to create voice-controlled gaming tools tailored to the needs of the skill
ecosystem, encompassing
Develop innovative productsvarious vocational
or solutions disciplinesthe
that empower and learning
delivery environments.
workforce, Key
addressing
their unique challenges related to safety, efficiency, health, and work-life balance. The
solutions should enhance their productivity, ensure their well-being, and improve the overall
experience of delivery workers in the rapidly growing gig economy.Description Background:
The delivery workforce is a critical component of the modern economy, especially with the rise
244 Hardware Smart Education of e-commerce and on-demand services. Delivery workers often face challenges such as long
working hours, physical strain, safety risks, and the pressure to meet tight deadlines. These
challenges can lead to fatigue, stress, and a lack of work-life balance. There is a growing need
for innovative products that can empower delivery workers by improving their safety,
efficiency, health, and overall job satisfaction. This hackathon challenge invites participants to
design
Developsolutions that address
an AI-powered careerthese challenges
guidance systemandthatsupport thepersonalized
provides well-being and productivity
career pathways of
for students and professionals. The system should consider an individual’s aptitude,
aspirations, abilities, and work experience to recommend tailored career options and future
progression opportunities. Background: Career guidance is a critical component of educational
and professional development, yet many individuals struggle to find the right career path that
245 Software Smart Education aligns with their skills, interests, and long-term goals. Traditional career counseling methods
often lack personalization and may not fully account for an individual’s unique profile, including
their aptitude, aspirations, abilities, and past experiences. This hackathon challenge invites
participants to create an AI-enhanced career guidance system that leverages data to provide
personalized, dynamic, and future-oriented career recommendations for students and
professionals. Key Areas
Background: Press to Address:
Registrar General oofAptitude Assessment:
India (PRGI) The
maintains system should
a database include AI-
containing
approximately 160,000 titles. When a user submits a new title for verification, we need to
check its similarity against the existing titles in our database. The goal is to ensure that the
new title does not duplicate or closely resemble any existing title to avoid confusion and
maintain uniqueness. Additionally, the system must enforce specific guidelines to ensure that
certain words are not used, combinations of existing titles are not allowed, and titles with
similar meanings or periodicity modifications are rejected. Problem Description Develop a
system to automatically verify new title submissions by checking for similarities with existing
titles in the database and ensuring compliance with specific guidelines. The system should
reject titles that are too similar to existing ones, contain disallowed words, or violate other
outlined rules. Additionally, the system should provide a probability score indicating the
likelihood of a title being verified. Requirements: 1. Similarity Check: a. Implement a
mechanism to check for similar-sounding names using phonetic similarity algorithms (e.g.,
Soundex, Metaphone). b. Identify titles that have common prefixes or suffixes (e.g., The, India,
Samachar, News). c. Ensure that variations in spelling or slight modifications do not bypass
the similarity check (e.g., Namaskar vs. Namascar). d. Calculate a similarity percentage for
246 Software Miscellaneous each title comparison. 2. Prefix/Suffix Handling: a. Maintain a list of disallowed prefixes and
suffixes. b. Reject any new titles that include these disallowed prefixes or suffixes if they cause
the new title to resemble an existing title closely. 3. Guideline Enforcement: a. Maintain a list of
disallowed words (e.g., Police, Crime, Corruption, CBI, CID, Army). b. Ensure that titles
containing these disallowed words are rejected. c. Prevent the creation of new titles by
combining existing ones (e.g., if "Hindu" and "Indian Express" exist, "Hindu Indian Express is
not allowed"). d. Check for titles with similar meanings in other languages and reject them
(e.g., "Daily Evening" and "Pratidin Sandhya"). e. Disallow adding periodicity (e.g., daily,
weekly, monthly) to existing titles to form new ones. 4. Verification Probability: a. Provide a
probability score indicating the likelihood of a title being verified. 5. Database Interaction: a.
Efficiently search and compare new titles against the database of 160,000 titles. b. Track
current applications and use them for future reference to reject similar titles submitted later. c.
Use indexing and optimised search techniques to handle the large dataset and ensure quick
responses. 6. User Feedback: a. Provide clear feedback to the user if their submitted title is
too similar to an existing title, contains disallowed prefixes/suffixes, violates guidelines, or is
created by combining existing titles. b. Display the verification probability to the user. c. Allow
the user to modify their title and resubmit it for verification. 7. Scalability: a. Design the system
to handle an increasing number of titles and user submissions. b. Ensure that the system