Managed wellbore drilling (MPD) represents a advanced drilling technique that enables for controlled control of the reservoir fluid levels . Unlike traditional drilling, MPD dynamically manages the annulus pressure, minimizing the potential for kicks and preserving a predictable bottomhole pressure. This methodology significantly improves safety, o