An Enterprise Transformation Leader building AI-native ways of working.
20+ years at the intersection of operations, technology, and transformation.
I've spent my career helping global enterprises rethink how work gets done, from financial systems and business process transformation to AI-powered automation and agentic workflows.
Today, I help organizations turn AI from experimentation into execution by redesigning workflows, scaling intelligent automation, and building AI-native ways of working across global enterprises.
I treat every system as a question waiting to be cross-examined. Curiosity is a posture, not a phase.
Hypotheses ship in days, not quarters. The cheapest model that disproves the idea wins.
Optimize the loop, not the line. Most 'problems' are downstream artifacts of upstream choices.
Discipline compounds. The bar isn't 'it works,' it's 'it keeps working when no one is watching.'
Intelligent automation is decision plumbing. Frameworks beat intuition at scale.
I'd rather ship a small thing this week than draft a perfect thing next quarter.
Technology creates potential. Adoption creates value. Transformation happens when people change how they work.
Technology is the means, not the mission. Every initiative should trace back to measurable business value.
Sustainable transformation happens when capability becomes distributed. Success isn't what I build, it's what others can run without me.