cv

Doctor of Philosophy (PhD) in Physics

Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

• Supervised by Prof. Hawoong Jeong.
• Dissertation: "Nonequilibrium Statistical Physics Study using Deep Learning." [pdf]

Bachelor of Science (BS) in Physics

Seoul National University (SNU), Seoul, South Korea

• Major in Physics and Minor in Computer Science & Engineering.

Postdoctoral Researcher

Max Planck Institute for Security and Privacy (MPI-SP)

Postdoctoral Researcher

Institute for Basic Science (IBS)

• Data Science Group, Center for Mathematical and Computational Sciences.
• Hosted by Prof. Meeyoung Cha (Chief Investigator).

Machine Learning Intern

Samsung Electronics

• Collaborated with Daniel Kim (Senior Data Scientist).
• Improved anomaly image classification tasks via distributed multi-GPU training methods of Keras and Spark.
• Implemented a distributed image searching framework to detect similar patterns in images through Elasticsearch.