About Me
I am an Undergraduate Student majored in Computer Science and Engineering who interested in artificial intelligence and am diligently researching such as NLP and CV, and hope to study more in the future.
My Research interests are Graph, Diffusion, LMM, brain function&cognition.
[Something more personal..]Bachelor of Science in Computer Science and Engineering
Kyunpook National Univ. | 2021 - Current
- 4.1/4.5 GPA
- Participated in the Computer Science Club and hackathons
- Python programming curriculum mentorship and tutoring
![kbh](/cv-page/kbh_sa.jpg)
Work Experience
Undergraduate Research Student
Kyungpook National Univ. | 2024.03 - 2024.08
- Develop and build a framework for translation and recommendation in various languages in medical domain
- Collaborated with cross-functional teams to deploy to the server, fine-tuning language models and research about readability
- Participated in code reviews and pair programming sessions
A.I. Research Intern
Beamworks. | 2023.12 - 2024.02
- LLM research available in the medical domain for Question Answering
- Research on language model performance improvement through question rewriting and medical data and terminology research
- Research on Enhancing medical anomaly detection and segmentation efficiency utilizing SAM and FastSAM
- Participated in weekly team meetings and presentations (i.e., review) about research papers
A.I. Research Intern
Korea Institute of Science and Technology. | 2023.06 - 2023.08
- Research of scene graph generation and segment anything base models
- Review and presentation of papers at top-tier conferences such as CVPR
- Develop models reflecting the latest research results, code reviews and participate in seminars
Projects
Working on a new project!
Scheduled to be written after project completion
![LLMETA : A.I. based metadata extraction](/cv-page/projects/home2.png)
LLMETA : A.I. based metadata extraction
Metadata extraction via llama2-7b, RelTR and etc..
![Paper Tree](/cv-page/projects/home.png)
Paper Tree
Paper classification and recommendation by BERT
![Object height estimation via webcam](/cv-page/projects/pointc.png)
Object height estimation via webcam
Height measurment, 3D reconstruction by linear laser and webcam.
Skills
![Icon](/cv-page/pytorch.png)
![Icon](/cv-page/tensorflow.jpg)
![Icon](/cv-page/langchain.png)
![Icon](/cv-page/scipy.png)
![Icon](/cv-page/scikit-learn.jpg)
![Icon](/cv-page/git.png)
![Icon](/cv-page/flask.jpg)
![Icon](/cv-page/next.png)
![Icon](/cv-page/docker.png)
Papers
A Study of Method for Metadata Extraction via LLM and Scene Graph Generation
[Honored to receive the Best Paper Award at KICS 2024 Summer]