At Grab, I lead Physical AI and Robotics data collection strategy across Southeast Asia, building the operating model, vendor partnerships, QA frameworks, and compliance approach for a five-country pilot program.
I've led regional operations across up to eight markets, overseeing 50+ FTEs and 200+ vendor operators while transforming support-led execution into product- and business-oriented operations. My teams have delivered approximately USD 10 million in annual cost savings, achieved 95% target attainment, reduced resource gaps by 30%, and increased project delivery by 25%.
Earlier, I built Grab Philippines' map operations ground team, improved GIS data quality for global clients at S&P Global Market Intelligence, and supported water-network mapping and flood-modeling initiatives. I bring hands-on GIS foundations together with operating-model design, product execution, cost optimization, and cross-functional leadership.
