Mingkang He focuses his practice on drafting and prosecuting patent applications directed to electrical engineering- and computer-related technologies.
He has patent experience in inventions involving autonomous driving vehicles, robotics, semiconductor device fabrication, optimization and control, cloud computing, computer vision, blockchain, and especially machine learning, which ranges from hardware aspects such as computer architecture and hardware accelerator design to software aspects including deep learning, e.g., in combination with attention mechanisms, reinforcement learning, and generative modeling.