My Approach

I design decision-centric platforms that align execution with enterprise strategy.

I’ve led zero-to-one foundations, governed AI deployments, and multi-sided marketplace systems at scale.

I thrive in complexity — where scale, risk, and competing priorities intersect.

How I Build at Scale:

  • Define durable foundations

  • Standardize decision frameworks

  • Introduce acceleration only when the system can sustain it

I turn data integrity, workflow orchestration, and human-in-the-loop AI into operating leverage.

The result: less friction, faster decisions, durable trust.