BIO

Takuya is a Senior Researcher at Fujitsu Research America. Before joining Fujitsu, he was a postdoctoral research associate at the Oak Ridge National Laboratory. He earned Ph.D. in Computer Science from the University of Chicago under the amazing mentorship of Ian Foster at Globus labs. During my Ph.D. I focused on developing cutting-edge deep neural networks for remote sensing and climate dataset. He received B.S. degree in Meteorology from University of Tsukuba, Japan. See [CV] for his full academic resume.

His research interests focus on the large-scale deep learning; application of deep learning, machine learning, high performance computing, large-scale data science. In particular, his resesarch topics cover across self-supervised / semi-supervised learning, generative models, foundation models, and autoregressive model, contributing to the innovative intersection of AI and environmental science.