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Andrea Ramírez-Salgado, PhD

AI literacy · Engineering education · Convergent leadership

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Exploring outcome expectations in AI and IoT

July 25, 2026

Research · Teaching · Leadership

Making intelligent systems understandable, buildable, and worthy of careful judgment.

Andrea Ramírez-Salgado, PhD
Department of Engineering Education · Herbert Wertheim College of Engineering · University of Florida

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