Build and ship end-to-end features across a React + Vite frontend and Node/Express + TypeScript backend. Integrate institutional data (Postgres, DuckDB) with model inference, create AI agent interfaces, maintain low-latency queries, and deliver reliable, observable production services and internal tooling.

Lead backend architecture and implementation for data ingestion, query orchestration, and AI agent workflows. Ship end-to-end features in a React/Node.js/Postgres stack, integrate LLMs, scale infrastructure on GCP, collaborate with university users, and help define engineering culture and roadmap at an early-stage startup.