Managed wellbore drilling (MPD) is a complex drilling technique that allows for accurate control of the reservoir fluid levels . Unlike traditional drilling, MPD actively manages the annulus pressure, minimizing the chance for influxes and maintaining a consistent bottomhole pressure. This approach significantly increases safety, improves drilling