Product Designer designing adaptive systems for complex human moments.
I design adaptive digital experiences that respond to cognitive load, context, and changing user needs, making complex interactions clearer and easier to navigate.
Explore Work
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Adaptive Cognitive Support System
A state-aware interface system that adapts complexity during moments of cognitive overload.
Impact: Four-stage adaptive model adjusting guidance and interface density.
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Clarity-First Government Intake System
A simplified intake experience that reduces cognitive load during complex government applications.
Impact: Orientation-first flow + progressive disclosure model.
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From Streaks to Identity
A learning system designed to move beyond streak-based motivation and support lasting engagement.
Impact: Transformed reward-driven interactions into identity-building learning moments.
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Design Framework
Designing for real human conditions, not ideal ones.
Most digital experiences assume users are stable, focused, and ready to act.
In reality, people navigate products while overwhelmed, distracted, uncertain, or under pressure.
My approach focuses on restoring clarity before asking users to make decisions.
In reality, people navigate products while overwhelmed, distracted, uncertain, or under pressure.
My approach focuses on restoring clarity before asking users to make decisions.
01. Stabilize
Reduce cognitive friction and overwhelm.
02. Orient
Create clarity through structure and sequencing.
03. Enable
Support confident action once users have what they need.