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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

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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