Advanced Analytics, Machine Learning, NAND flash architectures, AI techniques, memory circuits, semiconductor devices, simulation-to-silicon correlation, regression methodologies, silicon characterization methodologies, pre-silicon simulation environments, Jmp, statistical evaluation using Python, Failure Analysis, data analysis scripting, DFT probe test infrastructure, CMOS MOSFET device physics