At Amazon, I lead training, governance, and quality transformation across 3,000+ headcount operations and five vendor sites supporting North America, the UK, Japan, Australia, and Canada. I built ClarifAI, an AI-powered knowledge automation platform that supports 95+ users and has resolved 300+ operational queries.
I’ve delivered $500K+ in cumulative savings through defect reduction, workforce optimization, training redesign, and risk controls. Using Lean, SQL, advanced Excel, RCA, and learning analytics, I reduce training cycle time, strengthen readiness, and build scalable capability across global teams.

