Writing & Publications
Thought Leadership
Essays, doctoral research, and early publications about people and/or technology.
Essays
Assessing Agents Is a Research Design Problem
Evals answer whether the system performed. They don't answer whether it was any good.
AI Evaluation · 7 min read · 2026
Where AI Doesn't Belong Is the More Strategic Question
On mandates, exclusion zones, and the research nobody asks for.
AI Strategy · 6 min read · 2026
Enterprise AI Problems Don't Look Like AI Problems
The most consequential enterprise problems often become visible only when research is synthesized across teams, users, and systems.
Systems Thinking · 2025
Nobody Learns AI Alone
The acceptance literature settled the social question decades ago. Enablement programs still haven't noticed — and the models stop short of what matters most.
AI Adoption · 8 min read · 2025
Academic research
A Comparative Study of Learning Management System Experience in Higher Education
A mixed-methods study of how instructors and students experience competing learning management platforms, combining usability evaluation with longitudinal interviews. The contribution is a framework connecting user pain, system design, and institutional decision-making.
PhD Dissertation · University of Saint Mary · 2025
Early publications
- 2022Transformational Leadership and the Quality of MentorshipThe Chronicle of Mentoring & CoachingA reflective piece on how the leadership of a mentor can be life-changing, drawing on a doctorate-level mentorship and interviews on transformational leadership in higher education.
- 20215 Ways to Learn UXLinkedInProfessional writing on learning UX, developing practical experience, and building capability through mentorship and practice.