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.

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.

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

Worked on improving scalability of carrier networks

Microsoft Advertising - Backend Services C#, .NET, SQL, Javascript

Operating Systems - C++, ETL, 3D Spatial Audio, Digital Signal Processing