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Akihiro Hayashi is a Senior Research Scientist at the Georgia Institute of Technology, with a professional background as a Research Scientist at Rice University and an Assistant Professor at Waseda University. Hayashi specializes in LLVM-based optimizations, GPU code generation, and machine-learning techniques for compiler/runtime heuristics. Noteworthy contributions include research on parallel languages, collaboration with major companies such as Toyota and Mitsubishi Electric, and extensive work in automatic parallelization and power reduction techniques for embedded systems. Hayashi holds a Ph.D., Master of Engineering, and Bachelor of Engineering, all in Computer Science from Waseda University.