Hello,

My self

From my childhood days of watching animations and movies, I grew up admiring AI and dreaming of conducting research to develop it. Pursuing this dream since junior school, I now focus on ML research, particularly in the area of NLP(natural language processing). 

To achieve my research goals, I have built a solid foundation from the basics, not just by learning how to use libraries. During my university years, I reinforced my theoretical foundation by studying linear algebra, probability, calculus, and convex optimization. I even coded a basic Transformer model to develop practical skills. I continue to improve by identifying areas of weakness and learning from recent academic papers, focusing on my own research interests in NLP, emotion recognition, and generative models.

At present, I also work on areas such as data science, my work primarily focuses is on research and development in natural language processing for AI agent. 

Degree

Master of Engineering (2025)

• Tokai University Ozeki Lab

 Academic Publications

• [IPSJ proceedings] A model based on RoBERTa for recognise VAD to sentences. (2024)

• [NLP proceedings] Development of an Emotion Recognition Chat System Using Approximate VAD Scores Considering the Impact of Negative Words and Word Importance. (2025) 

Career

• [Outsourcing contract / Internship] 株式会社 AVILEN / Data Scientist(2023/07 - 2024/07)

  • EDA and EXP Implementation of the Latest Research on Prompt Tuning Systems Developing for a Document Classification System

• [Full-time] FLYWHEEL(株式会社フライウィール) / Data Scientist (Applied ML Researcher) (2025/10-)

Record

• Korea Olympiad in Informatics [Silver Medal in the Regional Middle School Division] (2012)

• MUFG Data Science Champion Ship 2023 [Bronze awarded] (2023)

• Watanuki Foundation Scholarship Recipient (2024 - 2025)

Extracurricular Activities

• TED Talk Discussion Club 'TEDee' Leader

• Participated in the 2023 School Festival with a Booth as leader

• JLPT N1, TOEIC 745, JSBA level 2

 Contact

E-mail: siwonseo25@gmail.com