Managed wellbore drilling (MPD) represents a sophisticated drilling method that enables for controlled control during the downhole fluid levels . Unlike traditional drilling, MPD continuously manages the annulus pressure, reducing the potential for kicks and maintaining a predictable bottomhole pressure. This approach considerably improves safety,