Junyoung Lee
Undergraduate Student
Incheon
Summary
- Undergraduate student at Yonsei University majoring in Materials Science and Engineering, with strong interest in AI applications in medical imaging and diagnostics.
- Participated in various AI competitions, developing deep learning models for tasks such as medical report standardization, cancer diagnosis, and drug discovery.
- Currently building expertise in machine learning and healthcare domain knowledge, aiming to contribute to healthcare and treatment through engineering-based data analysis.
Overview
1
1
year of professional experience
9
9
years of post-secondary education
2
2
Languages
Work History
Team Member
Upstage-Yonsei AI Agent Hackathon
2025.03 - 2025.04
- Developed a medical report standardization model at the Upstage-Yonsei AI Agent Hackathon (Best Award)
Participant
Engineering Industry Competition
2025.04 - Current
- Participating in the 2025 Engineering Industry Competition, developing an AI model for anomaly detection in energy-harvesting infrastructure
Team Leader
Thyroid Cancer Diagnosis Hackathon
2025.05 - Current
- Developing AI algorithms for thyroid cancer classification
Team Member
BioResource AI Challenge
2024.09 - 2024.10
- Built a cancer type classification model using genomic variant data
Team Member
Medical AI (MAI) Challenge
2024.09 - 2024.10
- Participated in gene expression prediction from H&E-stained tissue images
Team Member
AI Drug Discovery Challenge
2024.08 - 2024.09
- Developed a predictive model for IRAK4 IC50 activity
Participant
Samsung AI Challenge
2024.08
- Developed MLFF model for accurate semiconductor material simulations
Education
B.S. - Materials Science and Engineering
Yonsei University
Seoul 2020.05 - 2026.02
Graduated -
Incheon Science High School
Incheon 2017.03 - 2020.02
Skills
Python
JavaScript
Python libraries including PyTorch, scikit-learn, pandas
Activities
Yonsei University Social Innovation Town - NFC Team, 09/01/24 - 12/31/24, Led a project on eco-friendly thermal insulation wallpaper; responsible for research and promotional planning as team leader
Timeline
Team Leader
Thyroid Cancer Diagnosis Hackathon
2025.05 - Current
Participant
Engineering Industry Competition
2025.04 - Current
Team Member
Upstage-Yonsei AI Agent Hackathon
2025.03 - 2025.04
Team Member
BioResource AI Challenge
2024.09 - 2024.10
Team Member
Medical AI (MAI) Challenge
2024.09 - 2024.10
Team Member
AI Drug Discovery Challenge
2024.08 - 2024.09
Participant
Samsung AI Challenge
2024.08
B.S. - Materials Science and Engineering
Yonsei University
2020.05 - 2026.02
Graduated -
Incheon Science High School
2017.03 - 2020.02