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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

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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