Staff ML engineer & AI architect

I design and ship production-grade ML and GenAI systems—from ads marketplaces to marketplaces and computer vision—while mentoring teams on reliability, governance, and measurable impact.

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Or start with the pillars:

• Production ML systems at scale — control planes, contracts, and ads as a subtopic.
• Causal measurement for ads — lift, experiments, and counterfactuals.
• Practical MLOps — delivery, automation, and runtime quality.
• GenAI in production — evaluations, safety, and delivery patterns.

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