Wildfire Recovery Platform (2026)

About This Project

I built an end-to-end RAG system using Jina embeddings, Pinecone, and Groq LLM APIs, then integrated FEMA, insurance, Zillow, and user-intake data for personalized retrieval. I developed the React and Firebase application layer with persistent chat memory and real-time interaction, and improved response quality through embedding and prompt tuning for better accuracy and latency. This is currently hosted on https://wids.jakeesperson.com/.