A growing collection of work, experiments, and the ongoing project of becoming a better designer.

Jul-Dec, 2025

AI-Assisted Disability Claims Modernization

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User Research

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Interaction Design

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AI/UX

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Systems Thinking

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Prototyping

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Agile Delivery

Adjudicators spent hours manually cross-referencing medical records, policy law, and thick manuals just to land on a single disability rating, then checked their work again, because one mistake meant a performance hit.

AI-Assisted Disability Claims Modernization

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User Research

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Interaction Design

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AI/UX

#

Systems Thinking

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Prototyping

#

Agile Delivery

Adjudicators spent hours manually cross-referencing medical records, policy law, and thick manuals just to land on a single disability rating, then checked their work again, because one mistake meant a performance hit.

May-Aug, 2025

Automated Claim Return

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User Research

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Interaction Design

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Systems Thinking

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Component Design

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Legacy Modernization

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Prototyping

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Agile Delivery

When a claim was sent back to previous step as incomplete, the adjudicator sending got no productivity credit for handling it, plus had to manually re-enter information into oversized legacy forms just to process that return.

Automated Claim Return

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User Research

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Interaction Design

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Systems Thinking

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Component Design

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Legacy Modernization

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Prototyping

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Agile Delivery

When a claim was sent back to previous step as incomplete, the adjudicator sending got no productivity credit for handling it, plus had to manually re-enter information into oversized legacy forms just to process that return.

Dec-Mar, 2026

Claims Correspondence Tracking Widget

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User Research

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Strategic Design

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Prototyping

Are adjudicators wasting time opening a correspondence application they didn't always need to open? Two user interviews later, I found out I was wrong — and that was the best possible outcome.

Claims Correspondence Tracking Widget

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User Research

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Strategic Design

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Prototyping

Are adjudicators wasting time opening a correspondence application they didn't always need to open? Two user interviews later, I found out I was wrong — and that was the best possible outcome.