LangGraph-based multi-agent systems with checkpointing, retries, and observability • Integrate vector search, knowledge graphs, and retrieval pipelines into production services • Deploy services on GCP (Cloud Run/GKE) and improve performance, reliability, and cost • Implement the auth, IAM, audit, and access-control patterns enterprise customers expect • Help deploy … LangGraph, RAG pipelines, vector databases, or knowledge graphs • Production experience with FastAPI or a similar modern Python framework • Experience scaling and operating services on GCP, AWS, or Azure • A high-ownership mindset - you care about reliability, correctness, and outcomes, not lines of code • Heavy use of modern AI coding tools ...