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Design end-to-end user experiences across traditional UI and AI-powered workflows. Create scalable systems, interaction patterns, and UX standards for AI features. Translate ML outputs into intuitive, explainable interfaces, prototype rapidly using AI tools, collaborate cross-functionally, mentor peers, and drive product adoption and business outcomes.