SparaIndustry-Sponsored Software Engineering Project (Spara AI) • Built an AI video-response chatbot using Python (FastAPI), React, and Supabase, containerized with Docker and iterated weekly through product reviews with a Spara engineer
• Implemented embedding-based product matching and multi-LLM routing (OpenAI & Gemini) via LangChain, and integrated Google Cloud Storage video streaming through a backend proxy