A growing collection of work, experiments, and the ongoing project of becoming a better designer.
Jul-Dec, 2025
AI-Assisted Disability Claims Modernization
#
User Research
#
Interaction Design
#
AI/UX
#
Systems Thinking
#
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.


AI-Assisted Disability Claims Modernization
#
User Research
#
Interaction Design
#
AI/UX
#
Systems Thinking
#
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
#
User Research
#
Interaction Design
#
Systems Thinking
#
Component Design
#
Legacy Modernization
#
Prototyping
#
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
#
User Research
#
Interaction Design
#
Systems Thinking
#
Component Design
#
Legacy Modernization
#
Prototyping
#
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
#
User Research
#
Strategic Design
#
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
#
User Research
#
Strategic Design
#
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.

