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Preparing your experience
Preparing your experience
Group PM at Google. Previously Director of Product (Amazon acquisition), Lead PM at Meta, Senior PM at Microsoft. I define vision, align executives, and build teams that deliver AI platforms serving billions.
Product vision, executive alignment, and business outcomes from Google, Meta, Microsoft, and Amazon acquisition
I lead AI product strategy at companies serving billions globally. At Google, Meta, Microsoft, and through Amazon acquisition, I've defined product vision, aligned executives, built PM teams, and delivered $500M+ in business value. I also create large-scale light installations.
Practical, field-tested frameworks for building production AI systems
Detailed case studies with metrics from billion-user deployments
Large-scale immersive light installations for cities and Burning Man
Open-source benchmarks for evaluating AI system performance
Current projects, learning, and areas of focus
Shipping an open-source memory layer for LLMs. Currently testing with real agent workflows to improve retrieval accuracy.
Building deployment tooling that helps 30+ teams ship models faster. Focus on reducing friction and improving reliability.
Studying what makes agents reliable in production. Reading research on memory systems, planning, and error recovery.
Testing new MCP protocol patterns for tool composition. Exploring how to make AI tools more composable and reliable.
Last updated: November 2025
Technologies I work with to build scalable, performant applications
My path through technology, product, and building things
Leading ML infrastructure and tooling initiatives for production systems
Open Source
Built open-source memory layer for LLMs with MCP protocol support
Tech Industry
Product management and engineering roles in AI/ML space
University
Built foundation in computer science and software engineering