
I've been pulling things apart to see how they work for as long as I can remember. That curiosity became a career.
From education to data migration, and five years across software development, project management and digital experience. Different domains, same instinct: find where things break down for people, and fix it. shiftLeft is where that leads.
Work
Things I'm building
Work
Things I'm building
More in the works.
Writing
How I think about this stuff
Why AI tools keep missing the people who need them most
The gap between what AI promises and what professionals actually need — and why most tools land on the wrong side of it.
The session as the unit of care
What gets lost when the work between sessions is treated as overhead, and what happens when you build around it instead.
Let's talk.
Whether you have a project in mind, a practice problem you're puzzling over, or just want to think out loud — I'm easy to reach.
Consultancy from $130/hr

