At Snorkel AI, I work on quality assurance and calibration for human data projects across the AI/ML lifecycle, including rubrics, guidelines, and alignment workshops.
At Invisible Technologies, I led delivery for concurrent AI projects across 15+ languages. I built quality workflows, automated KPI dashboards, and onboarding funnels to support project delivery and contractor quality.
From 2001 to 2023, I provided English–Russian translation and localization services for 300+ titles across books, media, games, film, and TV. I also led a five-person team through localization cycles, from project scoping to final review.

