I am broadly interested in Machine Learning for Healthcare, especially in representation learning for time series, signals, and image data. I am interested in fairness/robustness, representational learning, and causal inference.

As I was once a neuroscientist (did research under the guidance of prof. Seung-Hee Lee and prof. JaeJin Kim), I still have an interest in neuroscience as general: specifically its extension to the clinical field, neuro-inspired AI, and AI-inspired neuroscience.

Past Research Interest: I used to do research in synthetic and systems biology, and I am proud that was served as a Team leader of the KAIST-Korea team of iGEM 2012 (We are the first team from Korea who won Gold prize from iGEM! This was done under the guidance of prof. Byung Kwan Cho). While in medical school, I used to be in wet lab, doing cancer cell research! I cultured spherical cell called Glioblastoma and did research on stemness, invasiveness of the cancer stem cell (Check out my paper, which was done under the guidance of prof. Seok-Gu Kang).