At Shopify, I lead LLM clustering, enrichment, and Catalog platform work that unifies more than one billion product listings for AI search and agentic commerce. My work helped Catalog-powered AI search convert at twice the rate of scraped data and contributed to 7× traffic and 11× order growth.
I build production systems across Spark, Airflow, Kafka, GraphQL, MySQL, Redis, Rails, and GCP, including real-time inventory and pricing sync, product taxonomy enrichment, and AI-channel attribution. I also designed syndication paths for ChatGPT, Microsoft Copilot, and Google AI Mode, helping turn agentic discovery into a measurable merchant sales channel.
Previously at Google, I designed backend services and processing systems that helped establish YouTube Shorts as a first-class content type and scale to more than 3.5 billion daily views. I worked across Java, Go, FFmpeg, Bigtable, object storage, CDN delivery, ranking signals, and Borg-based capacity planning to keep upload, processing, and playback reliable at scale.
I enjoy partnering across product, search, platform, data, and partner-engineering teams, while mentoring engineers on production LLM evaluation, service reliability, and operational practices.
