This presentation covers two AI-focused projects by Koç University’s Psychiatry Department. The first project uses a Convolutional Neural Network (CNN) model to automatically evaluate communication and history-taking skills in Objective Structured Clinical Examinations (OSCEs), enhancing objectivity and real-time feedback. The second project, Bee, is an AI-supported educational tool designed for psychiatry, using facial recognition and natural language processing to track student participation, automate tasks, and personalize learning. These projects highlight AI's transformative potential in modernizing medical education and assessment.