In the realm of transportation safety, addressing risks has become paramount. Proactive passenger diversion, a strategy centered on future projections, aims to amplify overall security by identifying potential hazards and diverting passengers away from high-risk zones. This cutting-edge strategy leverages sophisticated tools to process real-time da