About

🌠 Introduction

I am an AI Research Trainee at Aiffel Research 14th, Modulabs. My work focuses on Artificial Intelligence, Natural Language Processing (NLP), and Large Language Models (LLMs).

🔬 Research Interests

• Natural Language Processing (NLP)
• Machine Translation (MT)
• Large Language Models (LLMs)
• Applied AI for Multilingual Systems
  
  
  

📑 Research Overview

My research interests lie in Artificial Intelligence, Natural Language Processing (NLP), and Large Language Models (LLMs), with a particular focus on Machine Translation and applied NLP systems.

I have worked on several projects and competitions, including the development of data-driven models for ESG credit scoring, chatbot dialogue systems, and multilingual text analysis.

Through these experiences, I gained hands-on expertise in machine learning techniques such as XGBoost, CatBoost, and Transformer-based architectures, as well as practical knowledge in data preprocessing, clustering, and evaluation.

Looking ahead, my goal is to advance research in NLP and multilingual language models, and to build AI systems that not only achieve high performance but also contribute to solving real-world challenges.

💼 Experience

AI Research Trainee | Modulabs (Seoul, Korea)

Jul 2025 – Present

• Applied Machine Learning and Deep Learning techniques to real-world datasets in NLP and Computer Vision
• Built and fine-tuned text classification and sentiment/emotion analysis models using PyTorch and Hugging Face Transformers
• Conducted experiments on CNNs and transfer learning for cross-domain Computer Vision tasks
• Performed data preprocessing and visualization (Python, Pandas, Matplotlib, Seaborn) to support model training and evaluation
  
  

Undergraduate Student Researcher | JBNU Cognitive Computing Lab (Jeonju, Korea)

Jul 2022 – Feb 2025

• Contributed to an industry–academia project on Neural Radiance Fields (NeRF) by implementing model components for 3D representation learning
• Supported baseline experiments and evaluation pipelines for follow-up research
• Attended deep learning study and paper review sessions to strengthen theoretical and practical foundations in NLP and Machine Translation
  
  

English Writing Center Tutor (TA) | JBNU English Department (Jeonju, Korea)

May 2024 – Dec 2024

• Delivered one-on-one tutoring sessions, providing feedback on structure, organization, and clarity
• Supported students in academic writing, creative idea development, and grammar refinement
• Helped undergraduate learners build confidence in English composition and critical thinking
  
  

🎓 Education

Jeonbuk National University | Jeonju, Korea

Mar 2020 – Aug 2025

• Bachelor of Arts. in English Language and Literature
• Bachelor of Science. in Computer Science and Engineering (Double Major)
  • Built a strong interdisciplinary foundation by combining language, literature, and computational methods
  • Awarded SW Convergence J-Point Excellence Scholarship (Spring 2025) and Top Excellence Scholarship (Fall 2024) for outstanding achievement in Computer Science and Engineering field
    
    

🎯 Long-term Goals

My long-term goal is to:

• Advance the state of research in NLP, Machine Translation, and LLMs
• Develop AI-driven solutions that can bridge language barriers
• Contribute to both academia and industry by delivering impactful and applicable AI systems
  
  

📄 Curriculum Vitae

You can download my latest CV here:

📷 Gallery