MixShift
The AI layer and the design function at an Amazon analytics platform for agencies and brands: a design system with governance wired into the merge path, the Report Center 2.0 interface, the marketing site from commit zero, a knowledge base with its own retrieval-backed chat agent, and the org brain that turns every meeting into a queryable record. Embedded since October 2024. The engagement in progress, and the fullest picture of how I work: design and engineering as one function, AI systems shipped inside the client's stack, and the tooling that lets one person carry what is usually a team.
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