Tailoring AI/ML workloads to Apple silicon and our diverse product lineup. Modeling personalized behavior to deliver innovative, AI/ML-driven experiences.

Leading product, platform, and intelligence improvements to Siri on HomePod and Apple TV, and in the Home.

Leading product, platform, and intelligence improvements to Siri on HomePod

Engineering lead for platform and personalization efforts for Siri Music and Media; project lead for on-device learned app preferences, released in iOS/iPadOS 14.5 and watchOS 7.4

Integrating new technologies into Siri

Building services to ingest, process, and analyze large volumes of data.

Built a quality/DevOps-focused engineering team to deliver co-tenant, cloud-based, insurance infrastructure throughout Africa and Asia.

Creator of and architecture lead for Hightail Filesystem (HFS), Hightail's next-generation core-services platform for metadata management.

Acquired by Hightail, Inc.http://venturebeat.com/2013/09/17/hightail-adeptcloud/adeptCloud solves the problem of collaborating on sensitive files that require privacy with a solution designed from the ground-up to be easy for both colleagues and IT.

Early engineer; created Palantir Enterprise Manager, worked on everything from Enterprise-Integration, Authentication, to Palantir Mobile. Speaker at Palantir’s 2010 Government Conference.

- High-level tactical artificial intelligence: navigation and traffic, tactical decision making- Distributed simulation environment- Preprocessing environment for road networks and mission filesTeam Cornell's Skynet: Robust perception and planning in an urban environmenthttp://portal.acm.org/citation.cfm?id=1395076The MIT–Cornell collision and why it happenedhttp://portal.acm.org/citation.cfm?id=1455708.1455711