Engineer or
product manager?
Leave with work you can show: open, public and certified.
Learn on a problem someone actually has, and make a real impact while you do it.
Impact projects,
meet builders.
No more pet projects.
Most people learn AI on side projects nobody uses. A to-do app, a weather dashboard, a chatbot for their own notes. A few new skills, a repo, and on to the next one.
Impact projects have the opposite problem. A food bank runs hundreds of volunteers out of a spreadsheet. A researcher sits on years of climate data with no time to analyze it. Real need, people waiting, and nobody with the hours or the skills to build the tool.
The purpose of this project is to connect them. Ngo's and impact projects share what's slowing them down. We turn it into work a team can pick up and match it with builders who want to learn by doing. Some of it happens online. Some of it happens in person, at our build days.
Everything is open source. Every contribution gets reviewed, and only what's actually useful to people ships. That's how it has an impact.
As simple as that.
Don't talk good.
Ship good.
Join the mission:
Engineer or
Got an impact project
and need AI help?
You don't need a spec or a tech team. Tell us what's slowing you down.
We work with you to shape the challenge.
A team of builders works on it with you, pro bono.