Featured Projects

• LLMRepo: TALK TO GITHUB REPOSITORIES

Developed a tool that enables natural language interaction with GitHub repositories using Google's Gemini LLM. Users can ask questions about code, get explanations, summaries, and insights about repositories. Implemented features like code summarization, dependency analysis, and AI-powered code reviews.
(github)

Tech Stack:

Frontend- React.js
Backend- FastAPI (Python)
LLM- Google Gemini API
• EDGE DEVICE SECURITY: AI-DRIVEN THREAT DETECTION USING YOLO, LLMS, AND SENTIMENT ANALYSIS

Collaborated with a team of 3 to develop a security system using YOLO for object detection and Moondream:V2 for analysing significant frames on a Raspberry Pi 4. Implemented real-time threat detection by generating image descriptions and assessing danger levels using LLMs. Deployed the system to trigger alerts and generate reports for potential threats, enhancing the safety of existing camera setups.

Tech Stack:

NLP- Moondream
Object Detection- YOLO, OpenCV
Hardware- Rasberry pi
• FLAPPY BIRD USING GENETIC ALGORITHM

Designed and implemented a genetic algorithm to optimize Flappy Bird's performance, utilizing crossover, mutation, and selection techniques to evolve its decision- making process. Integrated the algorithm into the game environment, enabling real-time performance evaluation and leading to higher scores and enhanced gameplay.
(github)

Tech Stack: Python, Neural Networks

• WHATSAPP GROUP CHAT ANALYSIS

Imported WhatsApp group chat data into Python, cleaned and formatted it to meet project requirements, and utilized Pandas for data manipulation. Analyzing the data revealed insights into communication patterns and active members. I then visualized the findings using Tableau to create an interactive dashboard.
(github)

Tech Stack: Python(Pandas), Tableau

• TABLEAU ANALYSIS

Various data visualizations built using Tableau software.
(tableau public)

Tech Stack: Tableau

• INSTAGRAM BOT

Python program capable of fetching posts from Reddit for automatic posting on an Instagram page. This versatile program allows for easy customization, enabling adjustments to factors such as frequency, subreddit selection (the source of images), and more.
(github)

Tech Stack: Python

• FACE MASK DETECTION

Python program for face mask detection. This program utilizes OpenCV to detect key facial features and determine whether a user is wearing a mask. It provides real-time notifications if a mask is not detected, enhancing safety measures in various environments.
(github)

Tech Stack: OpenCV, Python

• USER LOGIN MANAGEMENT

Django project to implement a user management software. It includes a signup, login and logout feature along with the ability to manage all users.
(github)

Tech Stack: Django, HTML