Managed formation drilling (MPD) involves a sophisticated drilling technique that enables for controlled control over the wellbore fluid levels . Differing from traditional drilling, MPD actively manages the annulus pressure, preventing the potential for influxes and upholding a consistent bottomhole pressure. This methodology considerably improves