About

Skills

• ML Operations (MLOps)
• Data Lifecycle Management
• Python & SQL Automation
• ADAS / AV Infrastructure
• Agile & Scrum Methodologies
• Regulatory Standards (NCAP)

Experience Highlights

• 2024 — PRESENT

  Technical Program Manager, ML Operations

  NVIDIA

  Led end-to-end data delivery for Active Safety features, contributing to NCAP 5-star ratings on upcoming Mercedes-Benz 2026 CLA. Improved labeling output quality from 30% yield to 90% via iterative process refinements.

• 2022 — 2024

  Technical Program Manager, AV Data Operations

  NVIDIA

  Managed global delivery of 13,000+ hours of driving data. Implemented P50/P90 uptime targets, yielding a 10% improvement in data output and reducing downtime by 30%.

• 2021 — 2022

  Senior Data Collection Engineer

  Magic Leap

  Re-developed data collection pipelines for new workstreams, improving efficiency by 40%. Developed custom Python applications for hardware configuration and automated data tagging.

• 2020 — 2021

  Data Collection Specialist

  Amazon Lab 126

  Managed collection efforts for Alexa Q&A projects. Amazon Astro, Amazon Ring, Amazon Echo.

Education