Let’s Design Learning Systems That Work

AI is changing how knowledge is produced, accessed, and assessed. But meaningful integration requires more than new tools. It requires alignment with how people actually learn.

I work with organizations that want to ground AI strategy in cognitive science, redesign assessment for a generative world, and build scalable learning systems that are rigorous, responsible, and human-centered.

If you're thinking seriously about AI literacy, assessment evolution, or learning design informed by research, I’d love to connect.