Product development at scale can be very unforgiving. My approach to complex problems is built on the notion that exposing flaws early is key to not fearing them later.

I am a firm believer in fast iteration, and much of my experience involves helping teams navigate the chaotic space between a great idea and a finished product. Through upfront discipline, robust iteration cycles, and the systematic elimination of technical debt, we ensure good ideas survive the rigors of scale.