Understanding how the pieces fit, finding what's slowing things down, and improving until the whole thing works the way it should.
Learn moreI own the systems and technology that keep workforce operations running — how the tools connect, how the data flows, and how automation holds it together.
I don't always build from scratch. More often I'm reading a system that already exists, finding what's creating drag, and improving it incrementally. The goal is always the same: make complicated work clearer, smoother, and easier to improve over time.
That instinct shows up outside of work too. I automate my home the same way I'd approach a workflow problem — start with what's actually annoying, fix it, see what's next. I homebrew beer with the same mindset: measure, adjust, iterate. Same philosophy, different feedback loops.
The goal is always the same: make complicated work clearer, hidden work visible, and data useful enough to actually change how decisions get made.
These aren't principles I arrived at — they're patterns I keep finding to be true.
Understanding the problem clearly is half the solve. Most friction comes from complexity that hasn't been examined closely enough.
Hidden work is a broken system. When the solve is visible — how decisions get made, how work flows — people can trust it and improve it.
Metrics should answer real questions, not just fill dashboards. If the data doesn't change behavior, it's decoration.
A mix of professional work and personal experiments. Find the friction, reduce it, measure what changed.
An umbrella for projects, experiments, and ideas. From AI tools to automation workflows — things that are, well, slightly cool.
slightlycool.comField notes on systems, work, and ideas. Where I think out loud about friction, efficiency, and how things actually work.
SubstackI own the systems and tech stacks that keep staffing operations running — integrations, automation, reporting, and the infrastructure that connects people to work.
Professional workBrewing is systems thinking you can drink. Measure, adjust, iterate — and actually enjoy the results.
The craft side