- The Catholic Univ. Big Data Humanities & Management Studies, Sociology (2013.03~2022.02)
- [Soomgo] Business Data Analyst (Finance Team FP&A Chapter) (2025.07.21~)
- [Passorder] Growth Hacker(Data Analyst) (Growth Hacking Team) (2025.03.25~2025.07.04)
- Zerobase UXUI full-time Program (2024.12.02~2025.02.10)
- [Wrtn Technologies] Product Analyst (Product Analytics Team) (2024.11.04~2024.11.30)
- [The JoongAng] Data Analyst (Strategy Dept.) (2024.02.05~2024.08.30)
- [Soomgo] Product Data Analyst (Product Team) (2021.07.13~2024.01.18)
- [Frip] Data Analyst Intern (Data Strategy Team) (2020.08~2021.02)
- [Dongailbo] Contents Creator (2019.07~2020.01)
- The Catholic Univ. the 3rd Data Analysis Competition 1st prize (최우수상)(2021.06.04)
- 가짜연구소(Pseudo Lab) 11th Academy Builder (2025.08~)
- MIT Institute for Data System and Society, Data Science and Machine Learning Certificate Program (Top 10) (2024.09~2025.02)
- Tech for Good - Case studies of solving global issues using technologies like data science (2024.12~)
- 모두의 연구소 알고리즘 스터디 풀잎스쿨 퍼실리테이터 (2022.09~2022.12)
- 가짜연구소(Pseudo lab) fellowship 5th Builder - Machine Learning Scientist Track (2022.09~2023.03)
- 2022 Naver Boostcourse PY4E lead booster (2022.08~2022.09)
- Tableau 신병 훈련소 13기 (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