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research has been funded by multiple NIH R01 grants and industry grants with awards from AAPM and ASTRO. Dr. Ren is a Fellow of AAPM. Details about Dr. Ren’s profile can be found at the following link: https
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models. Experience leading multiple software projects Familiarity with GPU computing environments and ML frameworks and libraries (e.g,, DeepSpeed, HuggingFace). Prior research experience in AI/ML and/or
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