Design and deliver AI-first systems end-to-end: data ingestion, retrieval, LLM pipelines, agentic workflows, and evaluation. Write production code, prototype, pair with engineers, own releases, keep systems performant and cost-effective, and collaborate with product and domain experts to turn regulatory problems into production AI solutions.