Career timeline.

Where strategy meets execution at scale. I own the end-to-end transformation agenda — from AI product roadmap to operating model design — across six business domains, turning multi-million-dollar bets into measurable cost savings and new commercial value.

Built the commercial rigour behind regional procurement — modelling freight economics, leading supplier negotiations, and structuring the analytical frameworks that turned cost leakage into hard savings.

Operated at AWS speed: designed performance analytics systems, drove APAC network reliability, and partnered globally to scale what worked — lifting partner performance by double digits within weeks of launch.

From revenue strategy to automation tooling — led financial modelling that shaped national fare policy, built analytics infrastructure that saved millions, and mentored the team that ran it all.

A formative rotation across commercial, engineering, and customer operations in APAC — learning how world-class organisations manage complexity, relationships, and precision at the same time.