As the popularity of ride-hailing services like Lyft continues to soar, so does the need to tackle the alarming issue of assault and violence faced by drivers and passengers alike. While these platforms have transformed transportation and provided convenience, they have also unintentionally created potential for offenders. This article aims to brin