Hi, I’m Crystal

I'm a designer who thinks in systems and builds them with AI.

I help teams turn complexity into clarity, designing products, workflows, and AI systems that reduce friction, respect people's time, and feel intuitive from the first interaction.

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

My Work

About Me

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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