Working together
I work across AI, software quality, and product development. Start with what you need to make possible; we’ll find the right tools from there.
Give intelligence a useful job.
Turn a promising AI idea into a tool with clear workflows, useful context, and ways to inspect what happened.
Build confidence into the workflow.
Automation that fits your application and your team, with readable tests and evidence behind the results.
Connect the interface to everything behind it.
Useful web products and internal tools, built from the front end through the API, data, and deployment layers.
The process
Close collaboration, visible progress, and care for what happens after the handover.
Start with the people, the workflow, and the outcome. Get clear on what would make a meaningful difference.
Make something concrete early. Share the work, test assumptions, and improve it together.
Deliver the code, the context, and a system your team can understand and keep building on.
Have something in mind?
An idea to explore, a problem to solve, or something you believe could be better. I’d like to hear about it.