I'm interested in learning about ML systems that can serve hyperscale AI models quickly and efficiently when applied to industry. I enjoy reaching new environments, having new experiences, and studying new things. I aspire to live a life filled with diverse and varied encounters.
- Korea Advanced Institute of Science and Technology (KAIST), South Korea
- M.S. student, School of Computing
- Research topic : Sustainable Machine Learning System
- Advised by Youngjin Kwon
- Korea Advanced Institute of Science and Technology (KAIST), South Korea
- B.S, School of Computing
- Minor in Electrical Engineering
- Chungbuk Science High School, South Korea
- Early Graduation
- Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data
Donghee Han*, Seungjae Lim*, Daeyoung Roh, Sangryul Kim, Sehyun Kim, Mun Yong Yi
(*Equal contribution)
COLING 2025 | Proceedings of the 31st International Conference on Computational Linguistics
pdf | abstract
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Excellence Award (2nd Place), 2024 Elice AI Hellothon
- Elice Award
- Caregiver cognitive activity lesson guide creator and elderly interactive AI drawing diary service SAEM, SAM
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Grand Prize (1st place), 2024 SPARCS Science Hackathon
- Daejeon Mayor's Award
- Web-based XR labs for ALL types of eXperiments, ALLeX
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Grand Prize (1st place), 2024 Social Problem-Solving Volunteer Showcase
- Gyeonggi-do Governor's Award
- Generative Volunteer Reward System for Creating "My Own Characters" using GenAI, GreenThread
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Gold Prize (1st place), 2024 ICISTS Hackafair
- KAIST President's Award
- GenEraser: A Customizable Profanity Filtering B2B Service for Each Community with Automatically Updating Filters using RAG
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Best Prize (1st place), 2024 Social Problem-Solving Volunteer Idea Hackathon
- Generative Volunteer Reward System for Creating "My Own Characters" using GenAI, GreenThread
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Best Prize (3rd place), K-Data Science Hackathon
- Finetuning and serve LLM with RAG about Korean history large-scale generative language models, K-Hyunmoo GPT
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Top 10, 2023 Elice Generative AI Edu Hackathon
- AI Oneul, Application to promote literacy using generative AI with Few-shot CoT Prompting
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Silver Prize (2nd place), 2nd KAIST-Postech-UNIST Data Science Contest
- ECMiner Award
- Business owner prediction and Pop-up / Survey AD planning by Hana 1Q App usage record
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Best Prize (1st place), 2023 Social Problem-Solving Volunteer Idea Hackathon
- Safe for single female-headed household real eastate listing and braokerage recommendation system app, Homey
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Grand Prize (1st place), 1st Korean Donation for Education Idea Contest
- The Minister of Science and ICT of the Republic of Korea Award
- Coding platform that dynamically fairy tale book to improve students' English skills
| Group | Period | Role |
|---|---|---|
| CASYS KAIST | 2023.06 ~ 2024.06 | ML System Research Intern |
| NAVER CLOVA | 2022.08 ~ 2023.02 | ML Engineering Intern |
| Event | Period | Experience |
|---|---|---|
| CASYS KAIST | 2021.06 ~ 2021.08 | Research Student in ML Security |
| OSLab KAIST | 2021.09 ~ 2021.12 | Research Student in OS |
| MLML KAIST | 2022.06 ~ 2022.08 | Research Student in AutoML |
| Mad Camp | 2021.12 ~ 2022.01 | Developer |
| NAEK YEHS | 2023.01 ~ | Member |