Design, build, and operate production-grade generative AI apps (agents and RAG) for secure federal programs: select and evaluate LLMs, implement retrieval/vector search, integrate cloud AI services, instrument observability, enforce safety/compliance, and deliver reusable platform components and SRE/FinOps practices.