Passionate about ML and building large scale ML systems to solve real-world problems. Also fortunate to be in the space of content understanding ML for last 14+ years, including LLMs from early days. At Google, helped build ML systems to understand content (web, apps) and ads (text, image, videos) to protect Users (including Kids), Publishers and Advertisers, across Google Ads ecosystem. Also helped build GenAI Safety efforts for Ads, reimagining Safety for the new class of LLM business use cases!