I shape AI products around the decisions people need to make, from learning tools at CK-12 to building Offboard end to end.
14+ years designing digital products
Make the decision clear.
From a class pattern to a teacher’s next step.Design the boundary of automation.
Useful drafts, with the person in control.Build something that can be questioned.
A working hypothesis with explicit limits.




