Efficient management of patient care personnel is critical for delivering superior medical services . Outdated scheduling systems often lead to burnout among staff and can diminish operations . Implementing a optimized staff platform allows hospitals to automate the process, minimizing overhead and ensuring adequate coverage at all periods. This ul