Quality is where
I come from.

I'm a QA engineer in Orlando with seven years in software quality and two years building with AI.

The pattern in my work is fairly consistent: I sit with the people doing tedious work, find the part that doesn't need a human, and build something that removes it. Then I train the team and document it so the tool survives without me.

Quality is the background I came from and it shapes how I build. I'm interested in whether a system holds up when nobody's watching, what happens at the edges, and whether anyone can tell when it breaks. That matters more with AI, not less. Non-deterministic output means "it worked when I tried it" isn't evidence of anything.