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Jade Buzinski is mathematics Masters student at Arizona State University (ASU) as part of a 4+1 program, working in the HPC-adjacent Computational Research Accelerator as a student researcher and software engineer. Jade has been driving an international research project that applies machine learning techniques to experimentally obtained stratified-fluid mixing data, in an effort to reduce the barrier to discovering fundamental science that has implications for better modeling the global climate. Jade was awarded travel to this conference (supercomputing) by the Rocky Mountain Advanced Computing Consortium (RMACC) as a result of the Student Poster Competition at the May RMACC HPC symposium. Jade is currently serving as Vice President in ASU's Association for Women in Mathematics (AWM) student chapter, and regularly participates in RMACC's DEI meetings. After the Masters, Jade plans on pursing her Ph.D. to continue her research in HPC-enabled applied and computational mathematics, specifically in inverse problems and artificial intelligence.