At Daimler Truck Innovation Center India, I defined V&V strategy across concurrent programs and scaled the QA/V&V team from 3 to 7 engineers. I designed a CAN-trace trip simulation tool for Bench and HIL environments, reducing regression cycle duration by 30%.
At Harman International, I owned pre-integration and system V&V strategy across automotive programs for Volkswagen Group, Subaru, Maserati, and GM. I drove Apple CarPlay ATS certification and Android Auto and Baidu CarLife integration to completion, and established requirements traceability in DOORS and DOORS Next.

