Golden Bridge
Dec 2025Ambulance pre-arrival system. Winner — 1st place at the Microsoft‑sponsored Hack with Chicago.
- Architected multi-agent orchestration with LangChain + GPT-4 for intelligent triage automation.
- Engineered real-time vitals streaming with Pathway, Kafka, FastAPI, and WebSockets; deployed on Azure with Docker.
- LLMs
- LangChain
- GPT-4
- Kafka
- FastAPI
- Azure
- Docker