AI researcher & developer specializing in generative models for transcriptomics & computational drug discovery
Bioinformatics, Deep learning, Drug responses, Omics data (especially transcriptomes)
| PERIOD | INSTITUTION |
|---|---|
| 2024. 03. - 2026. 02. | M.S. in Intelligent Electronics and Computer Engineering, Chonnam National University |
| 2023. 01. - 2026. 02. | Bio and Medical Informatics Laboratory (BMIL), Chonnam National University |
| 2020. 03. - 2024. 02. | B.S. in Computer Engineering, Chonnam National University |
| 2022. 09. - 2022. 12. | 🇺🇸 Southern Oregon University as Exchange Student |
| PERIOD | ACTIVITY |
|---|---|
| 2021. 05. - Present | Member of "CONCEPTING" Reading Club |
| 2025. 04. - 2025. 10. | WISET 한국여성과학기술인육성재단 2025년 여대학원생 공학연구팀제 지원사업 심화과정 연구책임자 |
| 2025. 04. - 2025. 07. | AI Mentor at ECONOVATION, Chonnam National University |
| 2023. 03. - 2024. 08. | Active Member of ECONOVATION, Chonnam National University |
Chaewon Kim, Sunyong Yoo, Predicting condition-aware drug-induced transcriptional responses via a latent diffusion model, Bioinformatics, Volume 42, Issue 4, April 2026, https://doi.org/10.1093/bioinformatics/btag173
Chaewon Kim, Sunyong Yoo, Association between Nutrient Intakes and Osteoporosis in the United States and South Korea: A Population-based Study, in review.
| YEAR | TITLE |
|---|---|
| 2025 | Chaewon Kim, Sunyong Yoo, Predicting Drug-Induced Transcriptional Responses Using Latent Diffusion Model, The 19th DTMBIO |
| 2025 | 김채원, 정명현, 김민건, 유선용, Conditional Diffusion Model 기반 약물로 인한 전사체 반응 예측, 2025 한국디지털콘텐츠학회 하계종합학술대회 |
| YEAR | TITLE |
|---|---|
| 2026 | 김채원, 유선용, 잠재확산모델 기반 약물로 인해 교란된 유전자 발현을 생성하는 장치 및 방법, 10-2026-0043961 |
| 2025 | 김채원, 유선용, 잠재확산모델 기반 약물로 인해 교란된 유전자 발현 생성 및 분석 알고리즘, C-2025-056338 (저작권 등록) |
| YEAR | AWARDS |
|---|---|
| 2025. 12. | The 19th International Conference on Data and Text Mining in Biomedical Informatics (DTMBIO) / Excellent Presentation Award |
| 2024. 05. | 2024년 제6회 전남대학교 소프트웨어 교내 SW프로그래밍 경진대회 / 은상 |
| 2024. 01. | 2023년 CNU 메타버시티 콘텐츠 경진대회 / 우수상 |
- PERIOD: 2024. 10. - 2024. 12.
- CLASS: 고급빅데이터분석 (GR24254)
- GITHUB: https://github.com/chaewon215/BrisT1D
- ROLE: Kaggle competition 참가, 분산시스템 기반 데이터 처리 및 딥러닝 모델 구축
- SKILL: Apache Spark (PySpark)
- PERIOD: 2024. 05. - 2024. 06.
- CLASS: 빅데이터분석 (GR24153)
- GITHUB: https://github.com/chaewon215/drug_drug_similarity
- ROLE: 데이터 수집, AI 모델 학습, 결과 분석
- SKILL: Selenium, Python
- PERIOD: 2024. 03. - 2024. 04.
- CLASS: 빅데이터분석 (GR24153)
- GITHUB: https://github.com/chaewon215/DiagnosisAssistant
- ROLE: 데이터 크롤링, ARM 실행, 결과 분석
- SKILL: Selenium, Python
- PERIOD: 2024. 02. - 2024. 08.
- TEAM/ORGANIZATION: 개발집막내아들/ECONOVATION
- GITHUB: https://github.com/JNU-econovation/EATceed-AI
- ROLE: Pytorch 기반 음식분류 AI 모델 서빙 (현재 타 모델로 대체됨)
- SKILL: Torchserve
- PERIOD: 2023. 09. - 2023. 12.
- TEAM/ORGANIZATION: scAIence/ECONOVATION
- GITHUB: https://github.com/JNU-econovation/scAIence
- ROLE: AI 모델 학습 (공동)
- SKILL: Pytorch
- PERIOD: 2023. 09. - 2023. 12.
- TEAM/CLASS: 빠지지말아조/컴퓨터공학종합프로젝트2(캡스톤디자인) (ECE4086)
- GITHUB: https://github.com/chaewon215/capstone_design_2
- ROLE: 데이터 전처리, AI 모델 학습, 웹 서비스 구현
- SKILL: Pytorch, React, NodeJS
- PERIOD: 2023. 03. - 2023. 08.
- TEAM/ORGANIZATION: 채다치즈/ECONOVATION
- GITHUB: https://github.com/JNU-econovation/chaedacheese
- ROLE: 데이터 크롤링, AI 모델 학습 (공동), 웹 서비스 구현
- SKILL: Selenium, Pytorch, React, NodeJS
- PERIOD: 2022. 03. - 2022. 08.
- CLASS: 인공지능 (CIS3003)
- ROLE: 데이터 전처리, AI 모델 학습
- SKILL: Tensorflow/Keras, Scikit-learn
| SNS | URLs |
|---|---|
| ✒️ Naver Blog | @cheezecat215 |
| @_chaew_on | |
| 💻 GitHub | @chaewon215 |
| 🎮 Battlenet (Overwatch) | cheezeasy#1644 |