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
03.2025 - 04.2025
- Developed a medical report standardization model at the Upstage-Yonsei AI Agent Hackathon (Best Award)
Participant
Engineering Industry Competition
04.2025 - 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
05.2025 - Current
- Developing AI algorithms for thyroid cancer classification
Team Member
BioResource AI Challenge
09.2024 - 10.2024
- Built a cancer type classification model using genomic variant data
Team Member
Medical AI (MAI) Challenge
09.2024 - 10.2024
- Participated in gene expression prediction from H&E-stained tissue images
Team Member
AI Drug Discovery Challenge
08.2024 - 09.2024
- Developed a predictive model for IRAK4 IC50 activity
Participant
Samsung AI Challenge
08.2024
- Developed MLFF model for accurate semiconductor material simulations
Education
B.S. - Materials Science and Engineering
Yonsei University
Seoul 05.2020 - 02.2026
Graduated -
Incheon Science High School
Incheon 03.2017 - 02.2020
Skills
Python
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
05.2025 - Current
Participant
Engineering Industry Competition
04.2025 - Current
Team Member
Upstage-Yonsei AI Agent Hackathon
03.2025 - 04.2025
Team Member
BioResource AI Challenge
09.2024 - 10.2024
Team Member
Medical AI (MAI) Challenge
09.2024 - 10.2024
Team Member
AI Drug Discovery Challenge
08.2024 - 09.2024
Participant
Samsung AI Challenge
08.2024
B.S. - Materials Science and Engineering
Yonsei University
05.2020 - 02.2026
Graduated -
Incheon Science High School
03.2017 - 02.2020
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