With 20+ years leading data platform strategy and AI/ML enablement, I deliver programs that increase customer data accuracy by 40%, reduce platform costs by 30%, and support digital banking for 30M+ customers. I build AI orchestration frameworks with lifecycle readiness gates and performance monitoring to operationalize Responsible AI at scale, aligning executives, engineering, and product teams to drive multi-year roadmaps and measurable outcomes.