Build and deploy production-grade generative and agentic AI applications using LangChain, LangGraph, RAG, cloud platforms, Docker, and Kubernetes. Develop secure workflows, integrations, evaluation pipelines, observability, CI/CD processes, and operational documentation. Optimize AI systems for quality, reliability, latency, cost, and security while collaborating with architects, engineers, platform teams, security stakeholders, and customers.