Welcome to Amber’s brain.
I use research and systems thinking to design trustworthy, compliant UX for AI-driven, enterprise, and financial systems.
Turning Regulate Data into an AI Ingredient Educator
I’m designing an AI ingredient educator that explains ingredient data without going beyond what the record supports. The system uses a shared schema to standardize inconsistent sources, versioned processing to keep outputs traceable, and structured explanation logic to surface conflicts and unknowns instead of smoothing them over.
Key Themes: Schema-constrained AI | Structured Explanation logic | Versioned Traceability |
Ambiguity Handling | Evidence Boundaries | Failure-mode Testing
Simplifying Financial Decision-Making with Scalable UX
Led UX for a global finance platform, streamlining compliance and legal rules into a clear onboarding flow and easy-to-use dashboard. Cut task time by 30% and earned strong feedback for clarity and confidence.
Key Themes: Fintech UX | Compliance and Auditable Design | Scalable Onboarding | Progressive Information Disclosure | International Business
Mission-Critical AI: Compliance, Tooling, & Audit Design for Operations
Redesigned how complex information surfaced, so military operates got relevant information faster and with less friction using AI. Every flow was built for speed, clarity, and compliance. Metrics are classified.
Key Themes: AI Tooling | Compliance | Security | Real-Time Systems | Decision Support UX | Cognitive Load Reduction | Cross-Team Collaboration | Satellite Telemetry
Amazon Launchpad Redesign: UX Patterns That Turn Story Into Sales
Redesigned the storefront and design system for Amazon Launchpad. Delivered a 42% surge in video engagement and 19% conversion lift during flagship campaigns.
Key Themes: Scalable Design Systems | Conversion Optimization | A/B Testing | Accessibility UX | Cross-Functional UX Leadership
Ok, Zoomer:
A Launcher That Makes Smartphones Feel Human for Older Adults
Designed a custom Android launcher for aging users. They needed better accessibility, lower cognitive load, and intuitive navigation. Achieved an 82% task success rate and 95% user satisfaction.
Key Themes: Edge Case User Research |
| Accessibility UX | Cognitive Load Reduction | Mobile Interface Design | Inclusive Tech