PRATHYUSHA ENGINEERING COLLEGE
(An Autonomous Institution)
INTERNSHIP REPORT
2024 - 2025
NAME : Bharath V
REG NO : 111422243016
YEAR / SEM : III/V
PROGRAMME:
B.Tech/AI&DS
INTERNSHIP REPORT – 2023 - 2024
Student Details
Registrations No Name of the student
111422243016 Bharath V
Degree Branch Year /
Semester/Section
B.Tech AI&DS III/V/A
Mobile No 8637401065
E-mail address xib2020bharath@gmail.com
Date From: 05/07/2024 To: 23/07/2024
Duration 15 Days
Company Details
Name of the Company Nirloba IT PVT LTD
Address / Location of the
Old No.10, New No.10/17
Appavu Street, Alandur
Company
Chennai - 600016
Website
Company Profile
(About the nature of the company, their clients, services…etc)
Nirloba IT PVT LTD is a forward-thinking technology company that
specializes in Embedded Systems, Data Science Training, Product
Development, and Research and Development (R&D). With a strong
focus on innovation and quality, the company provides a range of
services designed to help businesses navigate the complexities of the
modern digital landscape. Leveraging the expertise of its skilled team,
Nirloba IT delivers tailored solutions that meet the unique needs of
each client, driving efficiency and growth through the adoption of
cutting-edge technologies.
At the heart of Nirloba IT’s offerings is a commitment to empowering
businesses and individuals through technology and education. The
company offers comprehensive training programs in Data Science and
Machine Learning, equipping participants with the skills necessary to
thrive in a data-driven world. In addition to training, Nirloba IT excels
in developing end-to-end embedded solutions and innovative products,
from initial concept to market-ready state, ensuring seamless integration
and top-tier performance.
Nirloba IT serves a diverse clientele, including startups, SMEs, and
large enterprises across industries such as technology, healthcare,
automotive, manufacturing, education, and finance. By fostering strong
partnerships and focusing on collaborative research, Nirloba IT aims to
be a leader in the technology sector, dedicated to advancing the future
of digital transformation through continuous learning, innovation, and
customer-centric service delivery.
05/07/23 23/07/24
Diary of daily activities from ------------ to -----------
Date Brief note of activities Remarks
05/07/2024 Introduction to Machine learning Good
06/07/2024 Introduction to Python for Machine Learning Excellent progress
08/07/2024 Data Preprocessing and Cleaning Techniques Good
09/07/2024 Exploring Pandas and NumPy for Data Excellent progress
Manipulation
10/07/2024 Introduction to Supervised Learning Algorithms Excellent progress
11/07/2024 Linear Regression: Theory and Implementation Good
12/07/2024 Decision Trees and Random Forest
Algorithms Excellent progress
Evaluation Metrics for Machine Learning
15/07/2024 Excellent progress
Models
16/07/2024 Understanding Overfitting and Underfitting in Excellent progress
Models.
17/07/2024 Hands-on Project: Predictive Modeling withGood
Real Data
18/07/2024 Introduction to Unsupervised Learning Excellent progress
Algorithms.
19/07/2024 K-Means Clustering: Concept and Application.
Excellent progress
20/07/2024 Dimensionality Reduction Techniques (PCA). Good
Support Vector Machines: Concepts and Excellent progress
22/07/2024 Applications.
23/07/2024 Final Project Presentation and Model Evaluation. Good
Signature of the Company Representative
Name with Seal
List out the technical terms learned during the training period
1.Data processing:
• Data cleaning
• Data transformation
• Feature scaling
• Handling missing value
2.Data structures:
• NumPy arrays
• Pandas data frame
• Series
• Indexing
3.Data analysis:
• Descriptive statistics
• Inferential statistics
• Data visualization
4.Machine learning:
• Supervised learning
• Unsupervised learning
• Regression
5.Data modelling:
• Linear regression
• Logistic regression
• Decision trees
List out the specific project / technical ideas inferred
Project : Image Recognition for CAPTCHA
The primary objective of this project is to develop a robust image recognition
system capable of accurately identifying and solving CAPTCHA challenges.
CAPTCHAs, which are widely used on websites to prevent automated access
and ensure user security, often require human users to recognize and select
images or text patterns. This project aims to create a machine learning model
that can effectively recognize these patterns by employing advanced
techniques in computer vision, such as convolutional neural networks
(CNNs). The model will be trained on a diverse dataset of CAPTCHA
images to learn various character styles, backgrounds, and distortions,
enabling it to solve different types of CAPTCHA challenges with high
accuracy.
INTERNSHIP FEEDBACK FORM
1.STUDENT DETAILS:
Name of the Student : Bharath V
Degree : B.Tech Programme : AI&DS Mobile No : 8637401065
Year : III Semester : V Section : A
2. COMPANY DETAILS :
Name of the Company : Nirloba IT PVT LTD Date From: 05/07/2024To: 23/07/2024
Nature of the Company : Embedded Systems Place : Alandur
City : Chennai Website: State :Tamil Nadu
3. How far the industry related to your specialization?
□ Excellent □ Very Good □ Good □ Poor
4. How far the arrangements are comfortable? (Faculty Guidance / Facilities / Ambience)
□ Excellent □ Very Good □ Good □ Poor
5. Did Industry personnel's show / demonstration as per you expectation?
Yes, the industry personnel’s demonstration fully met my expectations
6. Map any four of the processes in the industry with your courses learned / learning so far?
The industry processes align closely with key concepts learned in my courses.
1- Python Programming Fundamentals
2- Data Processing and Cleaning
3- Machine learning Algorithms
4- Deep Learning using TensorFlow
7. Do you like to have your project in this industry? If yes, Specify the section.
No.
8. Comments and Suggestions
It is a valuable resource for anyone looking to advance their career through guided mentorship and access
to industry expertise
Student Signature Internship coordinator Head of the Department
