Designing trust into AI-powered workflows

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

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SELECTED WORKS

Real work. Real systems. Real impact.

System Design

Enterprise

Project 1

From 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.

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Project 2

Human-Guided AI for Contract Onboarding

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

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Experiments shaping my thinking on agentic systems

AI becomes useful when it participates in decisions.

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

Explore Designs

Designing trust into AI-powered workflows

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

Real work. Real systems. Real impact.

From Storage to Contract Understanding

Human-Guided AI for Contract Onboarding

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

Experiments shaping my thinking on agentic systems

AI becomes useful when it participates in decisions.

Let’s build something that thinks.