A short biography,
told in tools and schools.

I grew up writing code in Chandigarh, studied electronics, then realized the interesting problems lived in the data layer.

I moved to Philadelphia for a master's in Data Science at Penn, joined Cohesity for streaming systems and anomaly detection, and now lead initiatives on Meta's Instagram Ads Delivery Platform — performance optimization, privacy-first architecture, and brand safety across billions of daily impressions.

Outside the day job: mentoring engineers and onboarding new teammates, occasional simulation experiments, and trying to keep my command-line muscle memory faster than my IDE's.