I build tools that replace what I can't trust — starting with my own ear.

I have a perforated right eardrum. About 50% hearing loss on that side. When I decided to learn to sing, I couldn't reliably tell if I was hitting the notes. So I built a measurement system that replaces the feedback loop my ear can't provide. I didn't set out to become an audio engineer. The constraint made me one.

That pattern keeps repeating. A disability creates a gap. I build something to close it. An audio quality system replaced my ear. A haptic learning tool helps me feel rhythms I can't always hear. A reading accessibility app adapts to the reader instead of asking them to adapt. Three products. One pattern. Constraint in, invention out.

I'm rebuilding after a hard chapter — the engineering and the music are the same discipline. The day job is that discipline at enterprise scale. A decade of data pipelines, cloud infrastructure, and AI tooling — at U.S. Bank, Anheuser-Busch InBev, and in my own projects. I zoom out to see the whole system, then zoom in and ship clean execution.

Everything I build leaves a trail you can verify. Audit logs, integrity checks, test reports, plots. I don't ask you to trust my work — I give you the evidence. Here's why.