Developed a complete autonomous robot system integrating 3 control modes: MediaPipe hand gesture control, Nav2 autonomous navigation, and AprilTag vision docking. Built a 6-DOF AprilTag pose estimation pipeline using OpenCV for precision docking with < 2cm positional accuracy. Integrated Gazebo simulation, sensor fusion, and a custom OpenCV perception pipeline into a single deployable ROS2 package.