Pipelines are critical infrastructure, transporting vital commodities across vast distances. Ensuring their soundness is paramount to preventing disruptions that can have significant effects. Employing Regular Non-Destructive Testing (NDT) techniques is crucial for pinpointing potential weaknesses before they develop into major concerns. One such i