Hello, I am a postdoctoral fellow in the Biomedical Mathematics Group at the Institute for Basic Science, working under the mentorship of Prof. Jae Kyoung Kim. I earned my Ph.D. from the Department of Mathematical Sciences at KAIST.
I develop mathematically grounded frameworks for prediction and decision-making in dynamic biological systems under limited, noisy, and heterogeneous data conditions. By unifying mechanistic modeling and data-driven AI through rigorous mathematical principles, my work enables data-efficient, interpretable learning with strong scientific foundations. Ultimately, I aim to translate these methods into robust and deployable decision-support systems for biological and clinical use.
Keywords: Mathematical Biology | Mathematical modeling | Multiscale model reduction | Mechanistic + AI integration | Digital health data analysis | Circadian Biology | Quantitative Systems Pharmacology