We introduced over 500 engineering students at Sri Sairam Engineering College in India to the fundamentals of AI through a hands-on workshop. To make it real, we built a custom web interface where students explored disability-related solutions, evaluating them while receiving AI-generated recommendations. Students learnt how AI can be used in evaluation contexts as they progressed throughout the workshop.