At DIAT DRDO, I developed an intelligent chatbot using RAG and LLaMA 3 to answer questions from PDFs and web content. I built its retrieval pipeline with Sentence-BERT and Top-K semantic search, and implemented local inference using Ollama.
In my academic projects, I analyzed audio to classify snoring severity and developed a real-time ambulance siren detection system using STM32. I’ve also worked with Python, SQL, machine learning, and deep learning on practical data-driven projects.

