Before I went deep into engineering, I spent years as a UX researcher and product designer — sitting with real users, interrogating assumptions and learning what actually moves a metric versus what merely looks good in a deck.

That layer sits underneath every line of code I write today. The result isn't just software that runs — it's software your users adopt, return to and pay for. Fewer rewrites, faster traction, measurable outcomes.