- MIT Institute for Data System and Society, Data Science and Machine Learning Program (2024.09~)
- Korea National Open Univ. Statistics and Data Science (2023.03~)
- The Catholic Univ. Big Data Humanities & Management Studies, Sociology (2013.03~2022.02)
- Product Analyst (Wrtn Technologies) (2024.11.04~)
- Data Analyst (The JoongAng) (2024.02.05~2024.08.30)
- Product Data Analyst (Soomgo) (2021.07.13~2024.01.18)
- Data Analyst Intern (Frip) (2020.08~2021.02)
- Contents Creator (Donga) (2019.07~2020.01)
- The Catholic Univ. the 3rd Data Analysis Competition 1st prize (์ต์ฐ์์)(2021.06.04)
- ๋ชจ๋์ ์ฐ๊ตฌ์ ์๊ณ ๋ฆฌ์ฆ ์คํฐ๋ ํ์์ค์ฟจ ํผ์ค๋ฆฌํ ์ดํฐ (2022.09~2022.12)
- ๊ฐ์ง์ฐ๊ตฌ์(Pseudo lab) fellowship 5th Builder - Machine Learning Scientist Track (2022.09~2023.03)
- 2022 Naver Boostcourse PY4E lead booster (2022.08~2022.09)
- Tableau ์ ๋ณ ํ๋ จ์ 13๊ธฐ (2022.03.18~2022.04.01)
- Python Problem Solving Group (2022.03~2022.06)
- Interactive Data Lab Owner (2021.10.20~2022.01.29)
- Program Language : Python, SQL(Google Bigquery, MySQL), R, Dart, Flutter
- Data Handling : Pandas, Numpy, Matplotlib, Seaborn, etc
- Automation : Airflow, selenium, pyautogui, pyperclip
- Machine Learning(Normal ML Skills, CNN)
- BI Tools : Tableau, Redash, Amplitude, Google Looker Studio
- Side Projects for Problem Solving
- Tenchology(Citizen Data Science, ML, Automation, Algorithm) for Social Problem Solving
- What is Citizen Data Science? Medium
- Visualization (Plotly, Dash)
- Community