Build, test, deploy, and monitor production-grade generative AI applications and APIs. Collaborate with data scientists, engineers, and stakeholders to implement RAG, prompt orchestration, vector DBs, and evaluation pipelines on AWS. Write maintainable, well-tested code and contribute to documentation, code reviews, observability, and operational best practices.