A cutting-edge facial recognition attendance system offers a reliable method for monitoring employee participation. This system utilizes advanced facial recognition algorithms to authenticate individuals and rapidly record their arrival and exit times. To enhance security, this system incorporates multiple layers of protection, such as secure data