Autonomous racing emerges as a revolutionary frontier in artificial intelligence and robotics, where high-speed competition not only exhilarates but also drives technological innovation. Racing sans human drivers is no longer a futuristic fantasy but a tangible reality, showcasing the prowess of AI-controlled vehicles. Spearheading this movement is the Cavalier Autonomous Racing team at the University