Rapidly prototype, evaluate, and productionize AI-native product features (LLM agents, natural-language interfaces, human-in-the-loop flows, RAG). Build secure, reliable data pipelines, observability, and scalable architectures; run experiments, measurement harnesses, and work directly with customers and cross-functional teams to ship high-impact features.

Work directly with customers to design, build, and maintain data integrations and pipelines, troubleshoot ingestion/transformation/delivery issues, optimize large-scale data processing, collaborate with data scientists, and guide technical onboarding and long-term success.