Work
Selected case studies. Recent industry research at Cisco Meraki, dissertation research from Indiana University, and current AI-augmented building at Empowered.Vote.
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.