Jaeseong Choe
Opinion Miner | Computational Social-Science Researcher
About Me
Data-driven professional with experience across HRD, Education, and Marketing field.
Specialized in computational methods to uncover patterns in media discourse, public opinion, and social behavior.
Passionate about integrating theoretical frameworks with practical applications to drive insights from real-world data.
Experience
Marketing Manager
NOL Universe | 2025.07 - Present
- Data analysis for Marketing
- Developed Marketing KPI Dashboard
- Project Manager of Cancel-Free
Research Assistant
Handong Global University | 2024.12 - 2025.06 (Part-time)
- Research Assistant, Institute for Holistic Intelligence Scholarship and Education Development
Project Manager
Day1company | 2023.06 - 2024.02
- Education PM, AI Boot Camp (6th) & Upstage AI Lab (2nd)
- Conducted market trend analysis and developed KPI dashboards to support data-driven decision making
QA Engineer
Makinarocks | 2023.02 - 2023.06 (Internship)
- QA Engineer, Link & Runway
- Developed test automation frameworks and deployment environments for MLOps products
Learning Manager
Day1conmpany | 2022.06 - 2023.01
- Operation Manager, Data Analytics Boot Camp
Education
B.A. in Communication
Handong Global University | 2019.3 - 2026.2
B.S. in Data Science
Handong Global University | 2019.3 - 2026.2
Skills
Python
JavaScript
R
Julia
Redash
Databricks
Selenium
Tidyverse
Scikit Learn
Pytorch
Latex
Markdown
Quarto
HTML
CSS
Docker
Git
Github Action
Projects
Reproduction analysis of mental illness in the Korean media using BERTopic
Topic Modeling based Content Analysis of Korean media Focused on cases of bipolar disorder, depression, and schizophrenia from 1960 to 2024
World reproduced by Economic News
Machine Learning based Discourse Analysis of Korean Economic Press Journal
How the Media Says Victims
Machine Learning based Discourse Analysis of Reproduction of Sexual Crime Murder in Korean Media
Everything of Handong, from 1995 to 2024
Text Analysis of News about Handong Global University
Which neighborhood is the most similar to my neighborhood?
Webpage that finds a population distribution similar to the neighborhood in which one lives
Which team had a high probability of winning?
Prediction of League of Legends Winning Rate Using Machine Learning
Software
PyBigkinds
Bigkinds Data Preprocessing Library for Python
RBigkinds
Bigkinds Data Preprocessing Library for R
covid19today
Library that informs daily COVID-19 confirmed data