cv
Last Updated: 2025.3
Education
-
2022.8 - prevent Ph.D. Candidate (MS/PhD Program) in Chemistry
Korea Advanced Institute of Science and Technology (KAIST) - Supervised by Prof. Woo Youn Kim
-
2018.2 - 2022.8 B.S. in Chemistry & Computer Science (Double Major)
Korea Advanced Institute of Science and Technology (KAIST) - GPA - 3.99/4.3
Experience
-
2019.6 - prevent AI4Science Researcher
Korea Advanced Institute of Science and Technology (KAIST) - Supervised by Prof. Woo Youn Kim
- Generative flow networks (GFlowNets) for drug discovery
- Trillion-scale chemical library screening using GFlowNet
- Research projects on synthesizable drug discovery
- Development of a DL architecture for fully-automated receptor-based pharmacophore modeling
- Development of an unbiased drug-likeness scoring
-
2020.12 - 2022.8 AI Research Intern
HITS Inc. - Supervised by Dr. Jaechang Lim
- Research projects on synthesizable drug discovery
Software
-
2025 Hyper Screening X
- 7 trillion-scale virtual screening with RxnFlow
-
2024 OpenPharmaco
- Open-source protein-based pharmacophore modeling software
-
2023 MolVoxel
- Open-source Easy-to-Use Molecular Voxelization Tool
Honors and Awards
-
2023 - Admission in Graduate School with Highest Honors
-
2022 - KAIST Alumni Scholarship
-
2021 - Younghoon Lee Scholarship
- Model Student Awards
- Dean's List
-
2020 - National Science & Technology Scholarship
-
2019 - Dean's List
Academic Interests
-
Drug Discovery
- Small molecule drug design
- Synthesizability
- Protein-ligand interaction
- Virtual screening
- Pharmacophore modeling
-
Deep Learning
- Generative Flow Network (GFlowNet)
- Graph Neural Network (GNN)
- Combinatorial Optimization