Hello! I am a Ph.D. student in Industrial Engineering at Seoul National University, advised by Prof. Pilsung Kang. I am also CTO at TALOS.
Previously, I received my M.S. from Korea University and B.S. from The University of Suwon. I was an AI Researcher at Seoul National University Bundang Hospital.
My research explores how multimodal foundation models and domain knowledge can enable data-efficient anomaly detection. I study the generalization and adaptation of these models across tasks and domains. My broader research also includes industrial process monitoring and medical risk prediction.
Contact: jaehyuk.heo [at] snu.ac.kr