The MinSeg robot is an education platform used to explore the development of control systems for a wheel-based self-balancing robotic pendulum. Using MATLAB and Simulink, a state-space model was developed and deployed on the Arduino-based robot. The system was tuned and refined in real-time using hardware-in-loop development techniques.