I've trained AI at OpenAI, Meta, and Microsoft—understanding these systems from the inside out. Served as three-time Interim CHRO for companies from 50 to 2,500 employees, navigating the complexities of rapid scale. Led 12+ M&A integrations involving full-cycle HR due diligence and cultural integration. Coached 2,200+ executives globally through Google, EY, Wharton, and University of Pennsylvania programs.