At Google, I developed AI and full-stack systems for device testing and research, including a manufacturing test dashboard that brought device data and real-time AI analytics into one interface.
I built AI-powered triage pipelines that reduced manual device triage by 75%, and an MCP-based security analysis tool that accelerated cloud infrastructure reviews for 1,000+ developers.
Earlier, I developed device analytics tooling at Apple, commerce and media features at Sony, and e-commerce features at Groupon. My work has included TypeScript, Python, and cloud platforms.

