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Artificial Intelligence

Designing AI interfaces and experiences is becoming the default for most products. The real challenge is trust: giving people context and control without losing the automation and productivity benefits. I like bridging machine capabilities into human environments — finding better interaction patterns, reducing “black box” moments, and turning AI into real product opportunities.