• Driving product strategy to enhance content discovery and engagement across Facebook, Instagram, and Threads.

• Shaping the integration of large language models (LLMs) to advance content labeling, personalization, and recommendations at global scale.

• Innovating in ML/AI system performance through prompt engineering, deep content analysis, and advanced human-in-the-loop feedback frameworks.

Managed Meta's Product Risk team for Generative AI in Monetization and Ads.

Designed and executed on privacy strategy for Meta FinTech products across Digital Commerce (inc. Subscriptions, NFTs), Financial Integrity, Checkout Experiences and Payment Processing Platforms.

Owned readiness for FTC audit of the privacy program (incl. hundreds of controls), and re-designed compliance processes / systems.