Artificial Intelligence (AI), Atomic Force Microscopy (AFM), White Light Interferometry (WLI), Focused Ion Beam (FIB), Scanning Electron Microscopy (SEM), Machine Learning (ML), Metrology defect detection, Non-contact characterization methods, Metrology data analytics, Optical Interferometry