Yusuke Ozaki

Headshot of Yusuke Ozaki

I am an undergraduate student in Computer Science at Kwansei Gakuin University and a Research Part-timer II at the RIKEN Center for Biosystems Dynamics Research. I studied abroad in the Department of Computer Science at the University at Albany, SUNY, from August 2025 to May 2026.

My long-term goal is to create living organisms with arbitrary, desired functions. To pursue this vision, I am interested in laboratory automation, including automated experiment execution and automated experimental design/planning. My current research focuses on protocol-aware active learning and preference modeling using Bayesian optimization.

Research interests: Bayesian Optimization, Active Learning, Graph Neural Networks (GNNs), AI for Science / Lab Automation, Single-cell omics & GRN inference, Lipschitz Bandits, Structured LLM Planning

Hobbies: Brazilian Jiu-Jitsu, reading books.

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