After obtaining a PhD in neuroscience and machine learning from University of Tsukuba in 2021, he worked in for the AutoML (automated machine learning) project at the Institute of Statistical Mathematics. In 2024, he joined the Matsuo Lab at the University of Tokyo, conducting theoretical research on generative models and large language models.