Machine Learning, Fpga, C, Soc, Predictive Analytics, Deep Learning, Python, Debug and root-cause analysis, MCU, Generative AI, Cloud-based validation, System-level validation, Security and Functional Safety concepts, anomaly detection, Agentic AI systems, Pre-silicon simulation, MPU, Silicon validation methodologies, Validation automation frameworks, Emulation, Board farm infrastructures