As the popularity of ridesharing services like Lyft continues to soar, so does the need to confront the disturbing issue of assault and violence faced by both drivers and passengers. While these platforms have revolutionized the way we travel and provided ease, they have also inadvertently created potential for offenders. This article aims to bring