
Results-driven Learning & Development leader with 9+ years in global customer service operations, training program ownership, and interim people management across India, North America, Japan, Australia, and Canada. Trained and onboarded 8,000+ new hires, managed readiness for 5,000+ associates during peak periods, and led the R&R permissions rightsizing initiative covering 2,200 managers — contributing to a headcount authorization reduction from 6,000 → 2,300 (62% reduction). Proven expertise in AI-enabled learning, cross-functional program management, compliance governance, and data-driven operational excellence.