Design, build, and deploy production Generative AI applications (LLMs/RAG) including ingestion pipelines, permission-aware retrieval, evaluation frameworks, observability, and operationalization (LLMOps). Partner with cross-functional teams, security/compliance, and deliver documentation and handoffs.