Interests

• Main Research Area: Natural Language Processing (NLP), AI Agent, Multimodal Model, Vision Language Model, Multi-Disciplinary Research
• Job Objectives: Data Analyst, Data Enginner, Data Scientist, ML/DL Enginner, Backend Developer

Contact

Techs

Career

• Bachelor's Degree of Software Engineering in Jeonbuk National University (Mar.2019 - Feb.2025)
• Master's Course of Software Enginnering in Jeonbuk National University (Mar.2025 - Feb.2027)
• Applied AI Laboratory in Jeonbuk National University (Dec.2022 - Feb.2027)
• Leader of SFC (University Club for Chiristian) in Jeonbuk National University (2023)
• Management Team Member of JBIG (Jeonbuk National University Club for Data Science/Engineering)(2024)
• Python Grammar Tutoring in JBIG (2023 - 2025)

Paper Works

• Clustering Meta Information of K-Pop Girl Groups Using Term Frequency-inverse Document Frequency Vectorization, Journal of Platform Technology, Jun. 2023., Vol.11, No.3, pp.12-23
• Analyzing Public Opinion on News Agency's YouTube Videos and Comments through LDA Topic Modeling, ICT플랫폼학회 하계학술발표대회논문집, Jul. 2023., Vol.10, No.1, pp.50-53
• Recommendation of Suitable Songs and Key for User Vocal Range based on Kullback-Leibler Divergence, Proceedings of KIIT Conference, May. 2024., pp.456-459
• Analysis of issues related to nursing law: Examination of news articles using topic modeling, PLoS ONE, Aug.2024.
• The More Effective Rumor Detection adopted Bayesian Optimization-Hyperband, Journal of Platform Technology, Aug. 2024., Vol.12, No.4, pp.55-66
• Adaptive Ensemble Techniques Leveraging BERT-Based Models for Multilingual Hate-Speech Detection in Korean and English, Scientific Reports, Jun 2025.
• A Comparative Study for Movie Sales Predicting Performance of Ensemble Models based on Features of Movies Released in South Korean Theater Before and After Covid-19, Journal of Platform Technology, Under Review
• The Impact on Fine-Tuning Medical Lanugage Model via Hyperparameters of Quantized Low-Rank Adaptation, ICT플랫폼학회 하계학술발표대회논문집, Jul. 2025., Vol.11, No.1, pp.24-26

External Activities

• 한국정보기술학회 2024 하계종합학술대회 및 대학생논문경진대회 동상
• 전북대학교 SW중심대학사업단 2024년 인공지능 온라인 경진대회 장려상
• 'Kullback-Leibler Divergence(쿨백-라이블러 발산) 기반 사용자 음역대 맞춤 노래 및 적정 Key(키) 추천' 저작권
• '음역대 기반의 노래 추천 방법 및 장치 (출원번호: 10-2024-0154542)' 특허 출원
• 2025 ICT플랫폼 학회 하계학술대회 우수논문상

Open Source Projects

• Korean News Crawler(Python Library)
• MCP-Korea-Weather-Forecast(MCP Server by Python)