* Spearheading generative AI integration in search

* Architecting multi-tenant ML platforms

* Leading semantic search transformation across international markets

* Making "I want something like this but different" a valid search query

* Led cross-organizational ML initiatives affecting 10%+ of Meta's revenue

* Architected privacy-preserving conversion optimization systems

* Developed novel approaches to distributed learning optimization

* Convinced AI to be nice to advertisers and users while still being effective

* Built product pin discovery enhancements across search, homefeed and related pins

* Built scalable ML infrastructure for shopping features

* Made pins find their perfect match through the power of embeddings

* Developed intelligent search refinement systems

* Built recommendation engines for post-purchase suggestions

* Created seasonality/trend aware ranking systems

* Helped users find deals they didn't even know they wanted