BIO

Takuya is a postdoctoral research associate at the Oak Ridge National Laboratory. I 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. I received B.S. degree in Meteorology from University of Tsukuba, Japan. See [CV] for my full academic resume.

My research interests focus in the area of data science; application of deep learning, machine learning, high performance computing, large-scale data science. In particular, I have studied topics in self-supervised / semi-supervised learning, generative models, vision foundation models, and large language models (LLMs), contributing to the innovative intersection of AI and environmental science.