This work is to present the design and development of a model rocket equipped with active stabilization, aiming to improve flight stability, trajectory accuracy, and overall safety. The traditional model rocketry community has long relied on passive stabilization methods, such as fins, to ensure stability during flight. However, as model rockets become increasingly sophisticated and ambitious in their design and performance goals, the need for more advanced stabilization systems has emerged. The study begins with a review of existing passive and active stabilization techniques, including their advantages and limitations. It then focuses on the development and integration of an active stabilization system utilizing modern sensor technology, actuators, and an on-board microcontroller. This active stabilization system actively adjusts the rocket’s orientation during flight, counteracting disturbances and enhancing stability. In addition to evaluating performance, the safety aspect is meticulously examined. The paper discusses the potential risks associated with active stabilization systems and outlines safety protocols adopted during the research and development process. The findings from this research provide valuable insights for the model rocketry community and inspire further investigations into advanced stabilization techniques for model rockets. This work contributes to the advancement of model rocketry technology, fostering safer and more efficient designs for future high-performance model rockets and possibly extending the knowledge to larger-scale rockets and space vehicles.