At Marsh McLennan, I owned the vision, roadmap and design for an agentic AI document-intelligence platform supporting insurance workflows. I brought 35 use cases to production across regions, with ~85% less manual effort and accuracy above 90%.
Earlier at Deutsche Bank, I worked on loan transformation, ISO 20022 payments and Australia’s NPP products. My work also includes a Host-to-Host payment gateway at Axis Bank that enabled straight-through processing and reconciliation, and product ownership for BizPay360 at ICICI Bank.

