AI Enablement & Engineering Transformation Leader
I’m seeking a leadership role in AI enablement or engineering transformation, helping teams turn AI ambition into measurable, repeatable practice.
Helped raise agentic-coding adoption from roughly 2% to 43% of merge requests.
Selected work
Evangelist
At ActiveCampaign, I led AI enablement and transformation across engineering, product, and leadership. I paired adoption goals and operating metrics with accessibility-first learning experiences that made practical experimentation possible.
Read the full story about Turning AI adoption into measurable, repeatable practiceOwner
At Guaranteed Rate, I acted as product owner for a data-mining tool associated with $1.5B in locked loan volume. The work required turning complexity into priorities, risks, trade-offs, and a path through ambiguity.
Read the full story about Building internal tools and moving a blocked initiative forward$1.5Blocked loan volume
Accessibility · Public interest
I built Bunch to meet a continuity need that the tools I had tried did not address: recovering working context across memory gaps. It's free and open, with the source code and data model published. The engineering problem was preserving context so the right information surfaces at the moment it matters. The accessibility problem turned out to be the same problem in a different hat.
Read the full story about Bunch: free, open software for continuity across memory gaps
How I work
Four lanes, one operating system: understand the real problem, make the thing, and bring people with me.
Start small. Ship fast.
Build the smallest useful thing first, then learn from reality.
Make it legible.
Useful beats impressive. If people can’t understand it, they can’t use it.
Build for handoff.
Good systems should be maintainable, teachable, and bigger than one heroic person.
I prototype quickly, learn from the real thing, and turn lived friction into software.
Bunch: building the tool I neededI take responsibility for the outcome, especially when the system is complicated and the stakes are real.
$1.5B in locked loan volumeI make new technology feel learnable, practical, and safe enough to experiment with.
Turning AI curiosity into working artifactsMy north star is always “find ways to make people have fun at work,” because that correlates with high-performing teams.
Let’s talk about your team“Text isn’t just a medium for me. It’s an instrument I’ve spent thirty years learning to play.”
Writing, editing, layout, publishing, product, and now AI.
About
I’ve spent my career moving between disciplines that are usually treated as separate. That turns out to be very useful in a text-first AI world. I’m happiest where product, engineering, communication, and a slightly unreasonable amount of curiosity overlap.
The build log
AI build logs and essays about the technology, written as I go. Fiction and publishing live at The Arcades’ Lab.
All postsAI as access and agency: what tools give back when the world was not built for you.
The newsletter
I write about building AI systems in public—what worked, what broke, and what I’d do differently.
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Say hello
I’m looking for work where AI, product thinking, communication, and practical building all belong in the same room.
Work with me