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Hi, I’m Crystal

I'm a systems designer. I design how AI, people, and products work together, not just how they look.

I help companies adopt AI as a system, not a tool. I design the workflows, roadmaps, and adoption structures that let teams do more without adding headcount, and build the internal muscle to run it themselves.

​“You design what needs to be designed. Not just what looks good.” - Tony, my former CTO

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What I'm Best At

Translating complexity into clarity

I turn fuzzy business goals into AI workflows, design systems, and roadmaps that teams can actually build from.

Building what doesn't exist yet

I think like an engineer and feel like a user. When the platform can't give me what I need, I build the layer it's missing.

Balancing intuition with evidence

I mix data, empathy, and instinct to make decisions that feel right and work in the real world.

Selected Work

Whether it’s strategy or pixels, I’m here for the work that brings clarity and heart to complex ideas. I also build AI systems. See my work on GitHub.

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Influence Board

Redesigned a complex SaaS marketplace with our design team. Simpler flows, cleaner UI, and a scalable system ready for AI.

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Echo

A video-first dating prototype that makes first impressions feel human again. Solo project focused on emotion, flow, and real connection.

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Paisley

Worked with the architect to turn crypto UX into plain English. Designed for clarity, confidence, and trust.

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