Design, build, and launch large-scale AI-powered features in Google Search, leveraging LLMs to enhance entity understanding and user experiences for high-traffic topics. Lead development of Quotes, an LLM-driven fulfillment feature that extracts and attributes statements to people in search results with high precision (99%+ groundedness and entity conformance). Skilled in integrating AI models with production systems, optimizing performance (QPS savings), and maintaining quality through rigorous testing and evaluation pipelines. Collaborate cross-functionally with PMs, UX, and data teams to bring AI features from prototype to Launch Evaluation and global rollout.
