I turn messy workflows into systems that compound.
I’ve spent the last seven years building at the intersection of product, data, and operations. The tools have changed, but the pattern has stayed consistent: understand how the work actually happens, find the leverage point, and build the first system that makes a better way of working possible.
Today, that work is increasingly AI-native. I move from an ambiguous operating problem to production software, then stay through evaluation, adoption, and scale.
