Designing systems that shape how billions of people experience ads each day.

Currently building AI-assisted recommendation systems, optimization frameworks, and automation at scale.

Select scope

50
billion ad impressions daily

Led design for ad placement controls, a product influencing decisions that control billions of ad impressions daily.

200
billion annual ad spend

Designed a platform-wide performance goal framework that optimizes ~$200 billion in ad spend annually.

10
million advertisers

Designed a recommendations framework that identifies and ranks opportunities for over 10 million advertisers.

Creative Liquidity in Ad MediaAd tech

Creative Liquidity in Ad Media

Ad Placement Settings in Meta’s Ads ManagerAd tech

Ad Placement Settings in Meta’s Ads Manager

Campaign Scoring for Optimal AI-Powered Ad PerformanceAd techCase study

Campaign Scoring for Optimal AI-Powered Ad Performance

Opportunity Score: Cross-Platform Recommendations FrameworkAd techCase study

Opportunity Score: Cross-Platform Recommendations Framework