Design, build, and operate customer-facing AI systems across the full product lifecycle: discovery, prototyping, deployment, evaluation, and monitoring. Translate ambiguous customer problems into AI solutions, own system design and scalability, ship production code, and partner with product teams to apply frontier models and agent frameworks.