Lead development, calibration, and validation of timing-approximate and cycle-accurate models for memory devices, controllers, interconnects, processors and SoC subsystems. Perform component- and system-level performance analysis and benchmarking across AI, server, and mobile workloads. Select simulation tools, build performance monitoring, collaborate with internal teams and external customers, and provide architecture guidance to influence product decisions.

Drive exploration, modeling, and analysis of memory and storage subsystem architectures. Perform system-level modeling and simulation, design models for controllers, memory devices, processors, and interconnects, analyze workloads and access patterns, and collaborate with hardware, firmware, software, and architecture teams to optimize power, performance, and scalability.