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Aspiring AI & Data Science Professional

The document outlines the educational and professional experience of an individual pursuing a minor in artificial intelligence and data science. It includes details about internships, projects, courses, and extracurricular activities with a focus on topics like machine learning, data analysis, finance, robotics, and more.

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0% found this document useful (0 votes)
46 views2 pages

Aspiring AI & Data Science Professional

The document outlines the educational and professional experience of an individual pursuing a minor in artificial intelligence and data science. It includes details about internships, projects, courses, and extracurricular activities with a focus on topics like machine learning, data analysis, finance, robotics, and more.

Uploaded by

arygun29
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
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Pursuing a minor degree in Artificial Intelligence and Data Science from C-MInDS, IIT Bombay

PROFESSIONAL EXPERIENCE
Marketing Intern | Senco Gold (Jun ’23 - Aug ’23)

• Conducted comprehensive market research by benchmarking to identify website enhancement opportunities


• Devised an AI & ML-driven self-customization feature implementation plan, with personalized shopping experience
• Used a data-driven methodology to implement a range of AI based initiatives, including chatbots, visual search
tools, and product recommendation systems, covering data preprocessing, scaling and transformation

PROJECTS UNDERTAKEN
AI Stock Price Prediction Model | Finsearch | Finance club, IIT Bombay (Aug ’22)

• Ranked among the top 10 teams out of the 235+ teams which took part in the Finsearch research Competition
• Implemented a CNN-LSTM based model with a multilayer perception model in Python’s Keras, Numpy,
Scikit-Learn, Matplotlib, and Pandas libraries to forecast Tata Motors stock price trends with over 85% accuracy
• Used Tata Motors stock price data, utilized a train-test split ratio of 0.7 and a time step of 15 days and trained
over 1000 test cases to develop a prediction model which was able to achieve an accuracy rate of more than 85 %
• Adopted the mean absolute error, root mean square error and coefficient of determination for error back propagation
with Adam optimizer to train, update the model and to diminish the effect of significant gaps in the input data
• Examined stock price data using Auto-Correction plot and also implemented ARIMA analysis model

Stock Market Analysis | Summer of Science | Maths and Physics Club, IIT Bombay ∗ (Jun ’22)

• Critically examined a rigorous way to screen stocks, using profitability, leverage and operation ratios
• Identified resources and key points for performing Technical analysis of a company, be cognizant of the Trading
system, Candlesticks, moving averages, Relative Strength index, Support and Resistance, personal finance
• Developed a procedure of examining a company’s financial statements, acquired a deep understanding of how the
market’s taxation structure operates and factors in charge of the global fluctuation in the currency values
• Formulated an investment strategy for investors, using ideas such as the Index fund and Coffee Can Investing

Smartify.home | Course Project: ENT603 (Jul ’22)


Guide: Prof. Nishant Tikekar & Prof. Rajen Jaswa, Desai Sethi School Of Entrepreneurship, IIT Bombay
• Conceived of a venture that will modernize home cleaning services to make customers’ life easier
• Contacted over 25 consumers and merchants to learn about issues and to talk about the new concept of a
self-sustaining automated house cleaning robot
• Developed a Business model canvas for the project that included segments for value proposition, customer
relationships, cost structure, partners, activities, resources, income streams, and marketing channels
Movie Recommendation System | WiDS Project | Analytics Club, IIT Bombay (Dec ’22)

• Developed a Movie Recommendation system from raw data of 85000+ movies from 50+ different languages
• Gained a strong foundation in machine learning concepts, Utilized techniques such as natural language
processing and feature extraction to extract meaningful information from movie descriptions and metadata.
• Processed, cleaned, and visualized the data and built the recommender using Natural Language Tool Kit(NLTK)

Wi-Fi Controlled Bot | XLR8 | Electronics & Robotics Club, IIT Bombay (Aug ’22)
• Coordinated amongst a 4 membered team into designing a mechanically and electrically stable 4 wheeler Wi-Fi
simulated bot which was capable of negotiating various obstacles in its way and climb upto a slope of 40 degrees
• Optimized circuitry with devices like L293D Motor Drivers, ESP-32 micro-controller and LM-2596 Potentiometer
• Successfully implemented a differential mechanism, utilizing a lightweight acrylic chassis and a powerful 200
RPM motor resulting in a high-performance Wi-Fi controlled device with superior mobility and ample torque
Game Theory | SoS | Maths & Physics Club, IIT Bombay (Jun ’23)
• Demonstrating skills in game theory, including an understanding of key concepts such as extensive form games,
strategic form games, dominant strategy equilibria, pure strategy Nash equilibrium and utility theory
• Learning Bayesian games with an ability to apply game theory concepts to a variety of scenarios
• Proving my ability to analyze compute Nash equilibria, displaying a strong grasp of the existence of Nash equilibria

TECHNICAL SKILLS
Programming Python, C++, HTML, SQL
Software & Packages AnyLogic, MS Excel, MS Powerpoint, AutoCAD, LATEX, , Numpy, Pandas

POSITIONS OF RESPONSIBILITY
Marketing Coordinator | The Entrepreneurship-Cell, IIT Bombay (Sep ’22 - Feb ’23)
Asia’s Largest Entrepreneurship promoting student body recognised by NEN — Patronage from UNESCO
• Worked in a 20+ membered team, which was responsible for ideating and implementing deliverables that were
strategically tailored to fit within the online ecosystem and aligned with our organization’s goals and objectives.
• Maintained databases of over 100+ companies in different sectors and acted as the point of contact for them
• Approached 80+ companies by sending over 1000+ emails and contacted their professionals for sponsorship
• Successfully ideated and executed multiple publicity campaigns using Social media platforms and Emails aimed
at increasing the reach of iHack!, India’s largest coding Hackathon competition with prizes worth millions.

Business Team Member | Data Analytics & Visualization Team, IIT Bombay (Jan ’23 - Present)
DAV team is a part of UGAC of IIT Bombay which strives to analyze data and derive relative insights out of it
• Leveraged a range of Design softwares including PowerPoint, Figma, and Adobe Illustrator to create visually
appealing and informative Social media Posts and Reports for the Data Analytics and Visualization team.
• Collaborated with cross-functional teams to present innovative Design and Marketing ideas to stakeholders.
• Effectively communicated and build consensus among diverse groups contributed to the success of these projects

Associate Manager, Marketing & Operations | Radiance, IIT Bombay (Sep ’22 - Present)
The Annual Research and Technology Festival of the Department of Mechanical Engineering of IIT Bombay
• Working with our team to chase the marketing budget required for the sponsorship of all of the events we host
• Increasing the reach of the event through media and approaching various industrialists to grace the event
• Contacting with more than 50+ brands in the city’s accessory, apparel, and other sectors
Stock Market Analysis Mentor | Maths and Physics Club, IIT Bombay (Jun’23 - Present)

• Mentored students on stock market principles, including sophisticated technical and fundamental analysis
methodologies, comprehensive financial statement interpretation skills, and up-to-date market trends and news
• Demonstrated skill in accounting concepts and financial calculations, of a variety of trading and investment
methods
• Effectively conveyed financial concepts to students, enhancing their comprehension of stock market navigation

COURSES UNDERTAKEN
Programming Programming for Data Science, Data Analysis and Interpretation
Engineering Solid Mechanics, Thermodynamics, Fluid Mechanics,
Engineering Graphics and Drawing, Structural Materials
Mathematics Linear Algebra, Ordinary Differential Equations, Calculus
Miscellaneous Economics, Basics of Electricity and Magnetism, Quantum Physics and Application,
Organic and Inorganic Chemistry, Physical Chemistry, Biology

EXTRA-CURRICULAR ACTIVITIES
• Earned 2nd place among 8 teams in Gyrations, the inter-hostel dance competition of IIT Bombay (Oct’22)
• Showcased proficiency in Wi-Fi controlled autonomous vehicle design in XLR8 competition (Sep’22)
• Successfully completed the Learner’s Space Bootcamp in Geo-Politics and International Relation (Aug’22)
• Explored a variety of online financial courses, including Accounting basics and Financial Statements
(Apr’23)
• Cleaned up the Plastic trash from the Powai Lake as part of initiative by Abhyuday, IIT Bombay (Jun’22)
• Finished the strenuous Kalsubai Trek, Maharashtra’s Highest Peak, reaching 5,400 feet in height (Jul’22)
• Completed a year-long Yoga training programme at National Sports Organization NSO, IIT Bombay (Jul’22)

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