Case Studies

A look into my recent work

01
AI Product Design · UX Research

Trustworthy AI Feedback

An AI tool flagged bad audit evidence without explaining why, so customers turned to overloaded auditors for help. I redesigned it to explain itself, cutting audit time by roughly 12%.

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The redesigned evidence request modal, showing Verify Assist Results that flag an incomplete evidence upload and a discrepancy in submitted evidence
02
User Research · UX/UI Design

Resource Management Redesign

A dense, error-prone allocation view was quietly costing teams project delays. I redesigned it into a system resource and project managers could actually act on, solo, in two months.

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An individual resource's detail page, showing capacity, remaining availability, and demands across all projects on a timeline

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