Era 01 · Meta
Nov 2024 – PresentContextual, Proactive, Agentic
AI charter
Sr. Leader, AI — Wearables
Lead AI program strategy for Meta's consumer wearables and smart glasses portfolio—owning the Contextual and Proactive AI roadmap across display and non-display form factors.
- Own end-to-end Contextual and Proactive AI program strategy across Meta's smart glasses portfolio—orchestrating on-frame inference, cloud LLM serving, multimodal perception, and context understanding to deliver agentic, ambient AI experiences powered by frontier models that define the next generation of consumer AI devices.
- Drive the end-to-end RLHF data and evaluation strategy for Wearables AI, building human-in-the-loop infrastructure for model quality measurement, error classification, and training loop optimization—driving weekly VP-level quality reviews. Launched an RLAIF initiative on Mixture-of-Experts architecture that automated evaluation across all Wearables traffic, compressing eval lead time from a week to a day and delivering 9-figure cost avoidance.
- Pioneered the Wearables dogfooding measurement program in partnership with SVP leadership—building the end-to-end data pipeline, instrumenting on-device telemetry, and delivering an executive dashboard that established organizational visibility into real-world device usage for the first time. Tripled participation within three months.
- Champion cross-Meta AI adoption initiatives within the TPM community—building agent-based tooling, delivering technical talks, and partnering with leadership to establish AI as a force multiplier for program execution.