Undergraduate in Applied Statistics Dankook University
March 2019 ~ February 2025
Undergraduate Intern Seoul National University Hospital
March 2024 - Present
Deeply interested in Medical AI, currently working on projects involving CT and video-based data. My primary research focus is on Vision-Language Models (VLM)
| Project | Skills | Organizer | Period | Link |
|---|---|---|---|---|
Air Pollution Forecast  |
Time Series Analysis | AI Factory, Korea | Apr. 2023 - May. 2023 | None |
| Prediction of Underground Pipe Leaks |
Signal Processing | Fire Safety Big Data Platform, Korea | Nov. 2023 - Nov. 2023 | Project Link |
| Alveolar Nerve Damage Prediction (Radiology) |
Classification | AI Connect, Korea | Nov. 2023 - Dec. 2023 | Project Link |
| DeepFake Video Detection |
Generative Video Detection | Ministry of Defense & Ministry of Science and ICT, Korea | Nov. 2023 - Dec. 2023 | Project Link |
| Melanoma Recurrence Prediction (Pathology) |
MIL (Multiple Instance Learning) | Seoul National University Hospital, Korea | Jan. 2024 | Project Link |
| Forest Fire Detection |
Multispectral Image Segmentation | Ministry of Science and ICT, AI Factory Korea | Mar. 2024 - Mar. 2024 | Project Link |
| DeepFake Audio Detection |
Generative Audio Detection | Ministry of Science and ICT, Korea | Jul. 2024 - Jul. 2024 | Project Link |
| Femur Second Fracture 3D Segmentation (Radiology) |
3D Image Segmentation | Seoul National University Hospital, Korea | May. 2024 - Sep. 2024 | Project Link |
| Project | Skills | Organizer | Period | Link |
|---|---|---|---|---|
Pleural Effusion 3D Segmentation & Classification (Radiology)  |
3D Image Segmentation | Seoul National University Hospital, Korea | Apr. 2024 - Present | Project Link |
| Colonoscopy Video Analysis (Gastroenterology) |
Video Analytics & Report Generation | Seoul National University Hospital, Korea | Jun. 2024 - Present | Project Link |
| sLLM Fine-Tuning |
LLM, KD, Prompt | BOAZ | Jun. 2024 - Present | Project Link |
| Cataract Surgery Video Analysis (Ophthalmology) |
Video Analytics | Seoul National University Hospital, Korea | Aug. 2024 - Present | Project Link |
| Pancreatic Cyst Segmentation (Radiology) |
3D Segmentation | Seoul National University Hospital, Korea | Aug. 2024 - Present | Project Link |
- 🤔... 비밀
President, SNR(Dankook University 교내학술동아리)
January 2023 ~ January 2024
- Mentored undergraduate students in study groups covering topics in statistics, data analysis using R and Python, and categorical data analysis.
Member, BOAZ 🐘
January 2024 ~ January 2025
- Mini Project 1: Anomaly detection in road video data
- Mini Project 2: Chest-Xray Multimodal
- ADV: Recommendation system using an LLM that converts text to SQL queries
- Email: jjunseok777@gmail.com
- LinkedIn: LinkedIn Profile