Lead Product Manager, AI Platforms & Agents. I turn frontier AI capabilities into reliable products and reusable platforms, and I write the Python myself. Agents and agent runtimes, MCP, retrieval and RAG, small task-specific models with structured output, and the evaluation harnesses that decide what ships.