Yield Defect Characterization, Project Management, Data Analysis, Defect Source Fingerprinting, process integration

AI-assisted tools, device physics, nonvolatile memories, CMOS integration, NAND process flow, layout architecture, electrical metrics

Data Analysis, Process Design, manufacturing tool issues, technical solutions, silicon process flow enhancements