@FB Metrics

Advanced adoption of user‑action‑signal ML features across Facebook’s monetization ecosystem, partnering with DS/ML teams to drive experimentation, align partners, and accelerate integration into ranking models. Led a cross‑functional program spanning 8+ teams to deliver measurable revenue impact through strategic signal and feature investments, championing an AI‑accelerated signal‑discovery platform (Claude Code, Manus, DevMate, Analytics Agent, MyClaw, Metamate) and establishing DS collaboration frameworks now used by FM leadership.

@HorizonOS

Performance for the next gen eyewear, setting CPU, GPU, memory, and power budgets, leading cross-functional work to close a 25% compute budget gap, enabling sustained performance improvements in immersive user journeys. Drove a critical turnaround of the OTA program to deliver milestone readiness ahead of schedule.

@WinPD Agentic OS

Integrated the Model Context Protocol (MCP) into Windows workflows to advance the Agentic OS. Defined platform architecture for agent containment, session isolation, and brokered access, ensuring alignment with enterprise‑grade security and compliance.

standards.

@Container Platform

Cloud and Edge Windows container business (AKS, AKS-HCI), Windows Container Platform, confidential containers, syscall filtering, distroless containers, process and hypervisor isolated containers, container image streaming, container performance and scalability, container image size monitoring with gpt-4o, accelerated networking, Azure Kubernetes Service (AKS), White Glove program for Fortune 500 customers

@ Windows Kernel

Windows Client Containers, Windows Sandbox, win32 apps on WCOS (VAIL), VA-backed VMs, CloudCore OS, Azure Virtual Desktop, integrated scheduler, memory manager and file system enhancements, Windows Server Containers, Microsoft Defender Application Guard

Computer vision technologies for see-through augmented reality eyewear (HMD), machine learning, computer vision, camera calibration, object detection, pose estimation of rigid and non-rigid objects, object tracking, robotics, augmented reality SDK, patented method for see-through head-mounted display calibration.

Robot vision, augmented reality, sensor fusion, segmentation, object detection, pose estimation, object tracking, Head Mounted Displays (HMD), touch screen software interfaces for inkjet printers