Applied UX Strategy in Fixed-Rule Systems
How I Work: Designing within safety-critical systems through structured observation, governance frameworks, and downstream impact analysis.
Data Visualization & System Design Insight (Global Earthquakes, 1997–2014)
Designing for Preparedness: Translating Data Into Actionable System Insights
Project Arqos: Governed Autonomy Framework
Responsible AI Architecture & Human-in-the-Loop System Design