At Mercedes-Benz R&D India, I pioneer enterprise AI workflows for Change Management and validation teams. I built a no-code AI platform that shortened POC-to-product delivery by 80% and developed V assist, an AI-powered ASPICE assistant that reduced manual compliance and test-script overhead by 60%.
I automate complex e-Drive validation portfolios, delivering 14+ software products and reducing overall test execution cycles by 60%. I also created a technical starter kit that doubled new-hire onboarding efficiency while supporting organizational AI integration.
Previously, I led ECU test strategy at Rimac Technology for Bugatti Rimac vehicles and performance and safety systems in the Rimac Concept 2. At Scania, I built ISO 26262 regression frameworks for the Traton Group across Scania, MAN, and Navistar.

