The Hand Gesture Music Controller is an AI-driven system that enables users to control music playback using only hand gestures. Built with Python, OpenCV, and MediaPipe, the system captures real-time video from a webcam, detects hand landmarks, and interprets specific gestures to trigger actions such as play, pause, skip track, and adjust volume. This touchless interface is particularly useful in environments where physical interaction with devices is impractical—such as kitchens, laboratories, or for users with limited mobility. The project showcases practical computer vision applications and demonstrates a seamless gesture-to-command pipeline, offering a smart, intuitive, and accessible way to interact with media systems.