Projects
Visual Odometry for GPS-Denied Drone Navigation
Implemented a foundational Visual Odometry pipeline in Python/OpenCV to estimate drone motion purely from video. This hackathon project explores core techniques for autonomous flight in GPS-denied zones.
AI News Summarizer
Production-grade news aggregation system with LangChain and GPT-4. Features multi-source fetching (NewsAPI, RSS), intelligent summarization, sentiment analysis, and background processing.
YouTube Video Summarizer
AI-powered transcription and analysis using OpenAI Whisper and GPT-4. Supports 90+ languages, generates multi-level summaries, extracts timestamped key points, and provides both CLI and REST API.
Advanced RAG System
Production-ready Retrieval-Augmented Generation with hybrid search, ChromaDB, and automatic evaluation using RAGAS metrics. Features query optimization, re-ranking, and comprehensive document ingestion.
Knowledge Graph Generator
Transform unstructured text into visual knowledge graphs using spaCy for entity extraction and GPT for relationship detection. Features interactive visualizations with Pyvis and optional Neo4j integration.
AI Research Agent
Autonomous research agent using the ReAct pattern to conduct multi-step research, search the web, and generate comprehensive reports with citations. Features self-critique and tool orchestration.