Research that moves products, programs, and organizations.

Ten years studying how people learn, decide, and adopt. Most recently a senior UX researcher at Cisco Meraki — now exploring what research looks like in an AI-augmented practice.

Mixed-methods Learning sciences PhD AI-augmented workflows

Selected Work

Mixed-methods · 2025

Learning Hub 2.0 — platform refresh research

End-to-end mixed-methods research informing a refresh of Cisco Meraki's flagship self-paced learning platform.

Cross-org · 2024

Demo experience research → cross-org infrastructure changes

Mixed-methods study of Meraki demo experiences that expanded into cross-org findings and concrete platform changes.

Dissertation · 2023

Hypothesis annotation tool — dissertation research

Mixed-methods research on social annotation as a mechanism for collaborative learning in online university courses.

Build · 2025

Empowered.Vote — shipping voter tools as an AI-augmented builder

Shipping production TypeScript features for a civic-tech voter platform using Claude Code as primary development partner.