Certificates

NPTEL,Data Mining

Completed the Data Course provided by NPTEL ,securing a grade of 79%.

CNN,Digit Recognition

Completed Course On Nalaiya Thiran,IBM

Udemy,Web Development Course

Completed the Web Development Course provided by Udemy.

Udemy,Flutter App Course

Completed the Flutter Development Course provided by Udemy.

Udemy,Algorithms Course

Completed the Algorithms Course provided by Udemy.

Multimodal RAG: Chat with Videos

Completed course on multimodel RAG.

Coding Blocks,Data Structures & Algorithms Course

Completed the DSA Course provided by Coding Blocks.

Authoring

Completed Course On Authoring in RapidResponse Software

Contributor

Completed Course On Contributor in RapidResponse Software

Projects

VIT Recognition of Tamil Characters in Palm Leaf Manuscripts

Recognize character from palm leaf which is written in palm manuscript

Recognized characters from palm leaf manuscripts, improving accuracy by 2.0% over baseline models with the Vision Transformer (ViT) model.
Built a Python web application to identify Tamil characters, incorporating character and line segmentation techniques, which reduced processing time by 5%.
Evaluated the performance of ViT, CNN, and VGG-16 models using transfer learning, leading to a 2% overall accuracy increase.Merged HPLabs and UTCHD datasets to create a comprehensive training and evaluation dataset of 1,90,000 images.
Tools - Keras, TensorFlow, NumPy, Pandas, Image Processing

Video Phase - 1 Video Phase - 2 Results Report 1 Report 2

Resume Assistant: Intelligent Chatbot for Resume Queries

Resume-Based Chatbot with Custom Question Answering: GPT vs Palm vs Hugging Face vs BERT Performance Evaluation

Created a chatbot that answers resume-related questions through a web application, attracting about 10 users during its live deployment.
Conducted a performance analysis of GPT, Google PaLM (GenAI), T5, BERT with GPT achieving a 5% higher accuracy in generating relevant responses.
Assessed custom question-answering capabilities, where GPT produced more natural responses than BERT’s answers, with GPT demonstrating a 10% improvement in response relevance than other model.
Tools - LangChain, embeddings, vector databases, and semantic search to facilitate efficient PDF text uploading and retrieval.

CODE Open AI Video BERT Video Open AI

Smart Healthcare: Disease Classification and Hospital Locator Web Application|🔴Live

To classify disease based on the symptoms given by the user and find the nearest hospital from the user's location.

Designed a web application that classifies diseases based on user-provided symptoms using Naive Bayes, Decision Tree, and Support Vector Machine models, achieving an accuracy of 95.6% with the most accurate model selected for deployment.
Integrated OLA Maps, OpenWeather, and Places APIs to locate the nearest hospital based on user location, improving user accessibility to healthcare services by 5%.
Provided remedies for classified diseases, storing them in a NoSQL database, which efficiently managed 42 records for quick retrieval.
Tools - Geolocator API, OLA Maps, OpenWeather API, NoSQL Database

View Project Webapp

Real-Time Weather Tracker: Cross-Platform Application Using Flutter|🔴Live

To find weather of any city from OpenWeatherMap API, developed for both mobile and web.

Developed a cross-platform application using Flutter that fetches real-time weather data through the OpenWeatherMap API, allowing users to retrieve weather information based on their current or custom locations via the Mapbox API.
Implemented asynchronous programming techniques to ensure a seamless user experience, reducing data retrieval time by 2 seconds on average.
Tools: Flutter, OpenWeatherMap API, Mapbox API, Asynchronous Programming.

Web App Flutter App

To-Do List App with Secure Authentication|🔴Live

The goal of this project was to make a simple to do list web app and flutter app and learn about databases and security.

In flutter,It uses SQLite local database.In web app,it uses NoSQL Mongodb database.
In Web App,the project has been integrated with open auth authencation with google and facebook and also local authentication.
In flutter app, concept of state management is used because the data has to be accessed across different stages of the app.

Web App Flutter App

Stimulation Of Dijkstra Algorithm

The goal of this project was stimulate algorithm using opencv and C++

OpenCV processes the given rectangular maze and converts it to a Graph.
Dijkstra Algorithm is then applied to the processed Graph.
Then shortest path between the source and destination is stimulated and shown.

View Project

Experience

Internship at kinaxis (feb 2023-jun 2023)

Handled and resolved client queries related to the analytics section of the RapidResponse app as part of the L3 escalation team.
Learned many aspects of supply chain management and about RapidResponse app, algorithms related to supply, demands, order management, scheduling, transportation.
This internship gave idea about KT-session, standups, to work as a team to solve particular bug in the RapidResponse software etc.
Experience Letter

Education

B.Tech in Information Technology(jun 2019-jun 2023)

Studied in College oF Engineering, Guindy, Anna University Chennai
CGPA - 8.76 (First Class with Distinction)
Organised Events in ITRix, Kurushekshra, Techofest.

12th Standard (jun 2018-jun 2019)

PCM with Biology
Percentage = 94.2%, School Second, Subject Topper in PCM
Studied in Kendriya Vidyalaya, Avadi, Chennai

10th Standard (jun 2016-jun 2017)

CGPA = 10, Percentage = 95%
Studied in Kendriya Vidyalaya, Avadi, Chennai

I'm a motivated person who loves tackling

new challenges and learning new

tech.I'm looking for a role where I can

grow both personally and professionally while

enjoying problem-solving with a great team.

Tech Skills

Non Tech Skills

Hobbies

Driving,Anime,Bikes,Cars,Travelling