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.

Currently, I strive to be an all-encompassing AI (ML) scientist or data scientist by working not only on natural language processing but also in broad areas like unsupervised learning, supervised learning, tabular data processing, and image processing.

Degree

In the master(M.S.) course in Tokai University. (2023/09 - 2025/10)

• 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 / Datascience R&D (2023/07 - 2024/07)

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

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 Circle '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

• Open for headhunt!