Fpga, Ml, Soc Architecture, Python development, board farm infrastructures, coverage analysis, validation automation frameworks, Digital Twin technologies, cloud-based validation, debug and root-cause analysis, Silicon validation methodologies, Failure Analysis, remote labs, Engineering productivity, model-based validation, Emulation, System-level validation, post-silicon validation, Ai, Security and Functional Safety concepts, Test optimization, Pre-silicon simulation, Embedded Systems, Root-cause prediction