Supply Personalization - personalizing ad load for free users to maximize ad revenue, retention, and premium conversion

Podcast Ad Breaks - Audio + Language models to automate the insertion of ad breaks into podcasts at scale

Worked on foundation models before they were called foundation models.

Product Manager on Turing, a deep learning group behind Microsoft most powerful large language and multimodal models at the time. My role focused on taking our large foundation models and shipping them to users at scale across various Microsoft products like Bing, Edge, and Office.

Worked on the question-and-answer (QnA) team at Bing. My team built best in-class LLMs at the scale of millions of queries per day that could understand users' queries like, "Can I take tylenol with orange juice?" and extract succinct answers from the web

Built Teams services at (pre-pandemic, but still!) massive scale. My team was responsible for ensuring reliable and fast logins + message loads and powered various core messaging features

A part-time venture I took on with the goal of building some product experience took me on a ride I did not expect. We ultimately dissolved the venture but boy did I learn a lot