✅ Integrated RAG-based chatbot on Kalambot website with Streamlit UI hosted on Streamlit Cloud.
✅ Improved responses by adding prompt engineering techniques like COT and contextual prompting
✅ Cut OpenAI API costs by 50% with a RAG-based model for specialized responses and a lightweight model for generic queries.
✅ Designed FastAPI endpoint for chatbot responses, enabling user session management and contextual interactions.
✅ Executed inference on specialized open-source models for protein sequence analysis and interaction-based queries.