- 🌱 I’m currently learning Natural Language Processing.
- 💞️ I’m looking to collaborate on Visual intelligence Project that can help the environment🌳 and the public safety🦺.
- ⚡ Fun fact: My hobby is Fishing(but not eating that).
- Multimodal Learning
- Visual Intelligence (image recognition / computer vision / image processing)
- Image Generation
- email : wlsdk3165@ust.ac.kr
- blog : https://aifornature.tistory.com/
- Language : Korea (Native), English (Intermediate)
- Programming Languages:
SQL
- DS/ML/DL Tools/Frameworks :
etc.
- Full Stack :
- Design : Figma
| Job Position | Organization | Department/Lab | Field | Work Period |
|---|---|---|---|---|
| M.S. | UST-ETRI | Language Intelligence Research Lab, Intelligent Information Research Divison, AI Creative Research Institute | NLP, Automated Essay Scoring | 2025-03-01 ~ |
| Research Trainee | ETRI | Autonomous IoT Research Lab, Self-Directed IoT Research Divison, Industry & Energy Convergence Research Department, Digital Convergence Research Institute | ML & DL(LSTM) with Time series data analysis | 2024-01-02 ~ 2024-02-29 |
| Intern | Care Cruise | Development | Web and AI Chatbot Development using LLM APIs(OpenAI API), FE(Django, Gradio), FE(React, HTML, CSS), DB(PostrgreSQL) | 2023-11-01 ~ 2023-12-31 |
| Undergraduate Research Assistant | University of Suwon | Prof. Hong Lab | Data Analysis, Machine Learning | 2023-02 ~ 2023-10-31 |
- M.S. in Artificial Intelligence, UST(University of Science & Technology)-ETRI(Electronics and Telecommunications Research Institute) (2025.03 - current)
- Advisor : Prof. Jinxia Huang
- B.S. in Data Science, University of Suwon (2018.02 - 2024.08)
- GPA 3.99/4.5
- ADsP(Advanced Data Analytics Semi-Professional), 2024-11-29
- Engineer Big Data Analysis, 2024-12-20
- Chest X-ray Image project - Pneumonia diagnosis using chest X-ray images (binary/multi class classification) @ Capital Region ICT Innovation SquareC
- My Inner Positivity - Web Service that logs user's negative emotions/thoughts and returns positive, supportive responses via the ChatGPT API
- Recycle-project - Recycling object detection and binary contamination classification for delivery-food waste sorting @ Prometheus Startup Hackaton 2023
- Data Science Syndrome - Platform for analyzing factors influencing metabolic syndrome @ KISTI 2nd Research Data Analysis & Utilization Competition 2022
- Conference Proceedings
- Deepsleep2 @ KSC2023
- J. Kim, C. Choi, and S. Hong, “Based on life log and sleep tech device Machine learning research on sleep quality indicators”, in Proc. Korea Software Congress (KSC 2023), Korean Institute of Information Scientists and Engineers (KIISE), Dec. 2023, pp. 1627–1629.
- Deepsleep @ ETRI 2nd Human-Understanding AI Paper Competition & KCC2023
- J. Kim, J. Lim, and S. Hong, “A Study on Important Factors in the Estimating of Sleep Quality Using LifeLog Data” in Proc. Korean Computer Congress (KCC 2023), Korean Institute of Information Scientists and Engineers (KIISE), Jun. 2023, pp. 2070–2072.
- [DataScience Syndrome] @ KSC2022
- S. Kim, H. Seo, J. Kim, W. Jo, and H. Ahn, “Comparison of machine learning and statistical analysis for important variable selection of metabolic syndrome on the Korea National Health and Nutrition Examination Survey data,” in Proc. Korea Software Congress (KSC 2022), Korean Institute of Information Scientists and Engineers (KIISE), Dec. 2022, pp. 702–704.
- Deepsleep2 @ KSC2023
- Journal Articles : NA
- Advanced AI Program (Computer Vision Track) Captial Region ICT Innovation Square @ Captial Region ICT Innovation Square & MSIT(Ministry of Science and ICT) / NIPA(National IT Industry Promotion Agency)
- Data Youth Campus Eulji Unversity Promgram @ MSIT / KDIPA(Korea Data Industry Promotion Agency)
- KDT(K-Digital Training) 2nd Cohort Full-Stack Developer Employment Bootcamp(PYTHON) (F/B) @ MultiCampus
- BDA 5th Introductory Data Analysis Course) @ BDA(Big Data Analytics Association)
- Data Science Practical Skills Enhancement Program @ DACON & University of Suwon
- Recycle-project - Recycling object detection & contamination classification @ Prometheus Startup Hackaton 2023
- Individual
- Team
- 1st Prize (Advanced AI Program Team Award) @ Captial Region ICT Innovation Square 2024
- Encouragement Award (KSC 2023 Undergraduate/Junior Paper Competition Undergraduate Division) @ KIISE 2023
- Excellence Award (Data Youth Campus Eulji Unversity Promgram) @ Eulji Unversity 2023
- Encouragement Award (Research Data Analysis & Utilization Competition) @ KISTI 2022
- Mentor / Teaching Assistant f-killer mentoring mentor @ University of Suwon
*The form was referenced from Dani’s GitHub.