GitHub Automation Tool
Developed a Node.js automation tool using GitHub REST API for generating customized commit patterns, showcasing third-party API integration and system automation skills.
LLM based Auto-Composer
Designed and developed an AI-powered Chrome Extension that assists professionals in generating high-quality written content. The system explores the application of LLM for context-aware writing assistance while emphasizing privacy, low-latency inference, and seamless user experience.
RAG Based QnA System
Developed an intelligent document understanding platform using RAG. The system combines vector embeddings, semantic retrieval, document indexing, and LLM to support question answering over user-uploaded documents.
AI-powered Automated Test Case Generation
Designed and evaluated a comprehensive benchmark for comparing reasoning and non-reasoning Large Language Models in automated software test case generation. The study investigates multiple prompt engineering strategies, evaluates thousands of generated test cases, and performs statistical comparisons against human software testers.