About

I started in QA Engineering — discovering that understanding how systems fail is the most powerful tool a software engineer can have. I spent years building test frameworks, managing product quality, and leading Scrum teams to ship reliable software.

Then AI changed the rules. Instead of resisting the shift, I saw an opportunity: my quality background makes me uniquely positioned to build the next generation of tools.