Ming (Melvin) Qin is an independent contributor on the Healthcare team at NVIDIA, with a focus on developing AI deployment framework to bring medical imaging AI in clinical settings with integration with Enterprise Imaging (PACS) and Electronic Health Record systems. Joining NVIDIA in 2018, Ming has been instrumental in the development of Clara Deploy, Holoscan, and MONAI Deploy.