A web app for uploading PDFs and YouTube videos, processing them into chunks, and interacting via chat. Uses MongoDB for document storage, Pinecone for vector retrieval, and OpenAI for responses. Features include document/video processing, vector storage, and a chat interface for querying.

Developed a Chrome extension with FastAPI backend that captures and processes real-time audio from browser tabs. Implemented an ML pipeline using OpenAI Whisper for transcription and Mistral-7B model for intelligent summarization, featuring speaker diarization and knowledge graph generation for contextual understanding.

Implemented multi-threaded server logic with dynamic server swapping for continuous operation, handling player crashes and asynchronous movements. Used TCP/Java RMI for reliable messaging and constructed a tracker-based player registry to enhance peer discovery and reduce system load, demonstrating fault-tolerance in gaming.