In the realm of transportation safety, proactively mitigating risks has become paramount. Proactive passenger diversion, a strategy centered on predictive modeling, aims to strengthen overall security by identifying potential hazards and diverting passengers away from high-risk zones. This forward-thinking method leverages sophisticated tools to an