CV

Ph.D. Candidate

Chung-Ang University

Global Innovative Drug

• Chemical/Bioinformatics Laboratory
• Advisor: Prof. Yoonji Lee

Master

Chung-Ang University

Pharmacy

• Chemical/Bioinformatics Laboratory
• Advisor: Prof. Yoonji Lee

Bachelor

Daejin University

Life Sciences

Best Poster Award (2nd Class)

Asia Hub for e-Drug Discovery Symposium 2025 (AHEDD2025)

MetaboGNN: Prediction of liver metabolic stability using graph neural networks and cross-species data

PSK Travel Award

2024 Fall International Convention of The Pharmaceutical Society of Korea

Improving Structure-Activity Relationship Predictions in Lead Optimization Using Free Energy Perturbation

Grand Prize (Minister Award)

New Drug Development AI Competition (Hosted by MSIT)

The 1st New Drug Development AI Competition ‘JUMP AI 2023’

Best Poster Presentation Award

14th AIMECS (AFMC International Medicinal Chemistry Symposium)

Structural Analysis of Purinergic P1 and P2Y Receptors: Insights into Ligand Recognition and Selectivity

MetaboGNN: predicting liver metabolic stability with graph neural networks and cross-species data

Journal of Cheminformatics

Developed an advanced GNN-based model for predicting liver metabolic stability by incorporating interspecies differences

Unique molecular architecture of N-glycosylated TM4SF5 dimer highlights evolutionary and structural divergence

Journal of Advanced Research

Investigated structural aspects of TM4SF5 dimer and cholesterol binding

Revolutionizing medicinal chemistry: the application of artificial intelligence (AI) in early drug discovery

Pharmaceuticals

Identification of a non-nucleoside reverse transcriptase inhibitor against human immunodeficiency virus-1

ACS Infectious Diseases

Systematic analyses of the sequence conservation and ligand interaction patterns of purinergic P1 and P2Y receptors provide a structural basis for receptor selectivity

Computational and Structural Biotechnology Journal