Samir Kumar is GM and Head of Mobility at Grab, responsible for ridesharing product and operations across 8 south east asian markets and 50M+ monthly users. With over 10 years at Grab, he's worked across rider experience, dispatch algorithms, supply optimization, and map making, including building GrabMaps into the region's first self-sufficient mapping platform, now powering partnerships with Mag7 companies and frontier AI labs. He believes making ride-hailing safer, more reliable, and accessible to everyone is key for cities of tomorrow.