Experience
2024 — Now
2024 — Now
Menlo Park, California, United States
Applied AI Engineering
• Building Internal coding agents aimed at improving code quality and agent performance.
• Built SOTA self-heal agentic solutions to learn on the fly from mistakes and human feedback.
• Building backend systems aimed at improving Developer Productivity at Meta to auto-generate, auto-review, auto-land high quality code to tier 1 ad systems.
2023 — 2024
2023 — 2024
AI Solutions and Automation - Reinforcement Learning
Annotation & Post-Training
• Tech Lead building Meta's AI-first Annotation Framework and Data flywheel pipelines
• Launched 0 to production in only 3 months to enable in-house labelling for frontier Models
• Hiring, Mentoring and roadmapping planning across 3 teams with 40+ engineers and PMs
• Collaborating with TBD researchers on post training data strategies ie. DQO (Diversity Quality Optimization), Stratification, Synthetic data generation, etc.
2021 — 2023
2021 — 2023
1) Meta Verified - Infrastructure & Automation (Founding Engineer)
• Built the authenticity and automation engine from 0→1 for Meta's paid business verification subscription
• Document verification automation — deployed automated document review that auto-answers review questions and verifies ~20% of submissions with 95% precision, reducing ops costs and accelerating verification
• Improved 30-day verification rate from 33% to 60%+ through signal improvements, doc automation, and funnel optimizations — directly increasing subscription conversion and ARR
2) Business Integrity: Building and maintaining Meta's Business Verification infrastructure to fighting fraud, abuse, scam and compromise con the Meta Platform. Built the Classic + TaxID evaluation engine for Monthly Invoicing integration — directly enabling MIO to use BV instead of its own verification, recovering ~$192M in revenue from high-spend India advertisers blocked by the eMandate program
• Built state-change controls during verification, enabling BV + Flex Billing extending credit to SMB businesses
2020 — 2021
2020 — 2021
Worked on improving scalability of carrier networks
2015 — 2020
2015 — 2020
Bellevue, WA
Microsoft Advertising - Backend Services C#, .NET, SQL, Javascript
Operating Systems - C++, ETL, 3D Spatial Audio, Digital Signal Processing
Education
University of Arizona
Bachelor's degree, Biomedical/Medical Engineering, Computer Science, Mechanical Engineering
2009 — 2014