Computer Architecture

• Throughput processor architecture (GPU computing)
• Memory hierarchy design (cache + memory subsystems)
• DRAM architectures
• Architectural support for computer vision & machine learning
• Computer security
• ASIC designs (+ FPGA prototyping) for machine learning and computer vision

Machine Learning

• Neural processing unit (NPU) designs
• Autonomous driving and advanced driver assistance systems (ADAS)
• Natural language processing & translation services
• Speech recognition