Amazon Physical Stores

Led the development and governance of enterprise-wide standards for Just Walk Out store design, establisheing scalable frameworks that ensure consistent BIM and sensor connectivity. Partnered with category teams - including computer vision, hardware engineeing, and retail operations. Drove alignment between AI/ML systems and real-world phsyical constraints, accelerating build and managing cost.