top of page

Designing > systems that think.not just interfaces

I design systems where AI doesn’t just answer, it explains, structures, and earns trust.

SELECTED WORKS

Real work. Real systems. Real impact.
Frame 2043685591.jpg
AI
System Design
Enterprise

From Contract Storage to Contract Understanding

Legal teams couldn’t answer a simple question:

“Which amendment applies to this SOW?”

I redesigned contract structure to make relationships visible, so answers are instant, not inferred.

Screenshot 2026-01-22 at 2.31.40 PM 1 (1).png
AI
Workflow Design
Trust Systems

AI could extract contracts, but no one trusted the output.

I designed a human-in-the-loop system that makes AI decisions explainable, verifiable, and usable at scale.

MORE EXPLORATIONS

Systems I’m building & thinking about

AI should not sit outside workflows. It should reshape how decisions are made.

I designed a human-in-the-loop system that makes AI decisions explainable, verifiable, and usable at scale.

Exploring Building Clarity extension

I designed a human-in-the-loop system that makes AI decisions explainable, verifiable, and usable at scale.

bottom of page