Case Studies list
Case Studies list
The Work
Estée Lauder Technical Equivalence
I designed a shipped workflow that uses AI to compare technical evidence without pretending the AI should make the decision.
14-factor evaluation framework
Evidence-linked AI comparison
Cross-group specialist reviews
Controlled human decisions
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Estée Lauder Technical Equivalence
Estée Lauder Technical Equivalence
I designed a shipped workflow that uses AI to compare technical evidence without pretending the AI should make the decision.
14-factor evaluation framework
Evidence-linked AI comparison
Cross-group specialist reviews
Cross-group specialist reviews
View
Estée Lauder Technical Equivalence
Estée Lauder Accessibility
I reframed a contrast request as a wayfinding problem and shipped user-controlled accessibility options for a dense enterprise platform.
24-app enterprise ecosystem
Six weeks to production
Security-constrained design
User-controlled accessibility
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Estée Lauder Accessibility
Estée Lauder Accessibility
I reframed a contrast request as a wayfinding problem and shipped user-controlled accessibility options for a dense enterprise platform.
24-app enterprise ecosystem
Six weeks to production
Security-constrained design
Security-constrained design
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Estée Lauder Accessibility
Estée Lauder Guardrail
An AI-assisted UX workflow that turned two workshops into a working interactive prototype scientists could pressure-test in three weeks.
Workshop synthesis into a five-step decision flow
Interactive prototype built in three weeks
Three usability forums with domain experts
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Estée Lauder Guardrail
Estée Lauder Guardrail
An AI-assisted UX workflow that turned two workshops into a working interactive prototype scientists could pressure-test in three weeks.
Workshop synthesis into a five-step decision flow
Interactive prototype built in three weeks
Three usability forums with domain experts
Three usability forums with domain experts
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Estée Lauder Guardrail
OnCase
An evidence-led attention layer for community-based case managers, with synthetic sessions used to test the research protocol while primary user validation remains the next step.
60-entry evidence catalog with source classification
Five synthetic adversarial sessions used to test the research protocol
Accessible Material 3 prototype backed by 103 checks
Supervised referral agent with approval gates
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OnCase
OnCase
An evidence-led attention layer for community-based case managers, with synthetic sessions used to test the research protocol while primary user validation remains the next step.
60-entry evidence catalog with source classification
Five synthetic adversarial sessions used to test the research protocol
Accessible Material 3 prototype backed by 103 checks
Accessible Material 3 prototype backed by 103 checks
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OnCase
Solen Health App
A health app making a doctor's reasoning visible, not a diagnosis, built from a real diagnostic odyssey.
Eight survey participants navigating unresolved care
Questions and reasoning made visible, not conclusions
Working interactive prototype
Four rounds of usability testing and iteration
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Solen Health App
Solen Health App
A health app making a doctor's reasoning visible, not a diagnosis, built from a real diagnostic odyssey.
Eight survey participants navigating unresolved care
Questions and reasoning made visible, not conclusions
Working interactive prototype
Working interactive prototype
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Solen Health App
Keep Pace
A ride-aware fueling assistant for cyclists
Cupboard-first planning model
Plan → Ride → Reflect learning loop
Glanceable, low-attention in-ride UI
Live MVP prototype
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Keep Pace
Keep Pace
A ride-aware fueling assistant for cyclists
Cupboard-first planning model
Plan → Ride → Reflect learning loop
Glanceable, low-attention in-ride UI
Glanceable, low-attention in-ride UI
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Keep Pace