Gerome Yoo(유제진)

Work Experience

[ 2021.01 - Present ] : Analytics Engineer
- Big Data Department, Netmarble Company, Seoul, Korea
  - Data Modeling
    - Building Data Models & Pipelines
    - Data Preprocess & Cleansing
    - Data Migration to Bigquery from others
  - Statistical Application on Game Index
    - Anomaly Detection
      - Outlier detection on BI Time Series data
      - Detecting Ad-Fraud Users
    - Decoupling Indicator for any Indicators
  - Launching Daily Game Index Reports
    - Games : Nino-Kuni, A3, Golden Bros, Seven Knights Series(Idle Adventure, Revolution etc), Marvel Future Revolution etc
    - Daily Index Reports
      - Building and Modifying Unified Data Models and Pipelines for index reports
    - Specialized Index Reports
      - Building Game specified data models and reports & indicators
[ 2020.01 - 2020.12 ] : MI Analyst
- Business Incubation Team, Shilla Hotel, Seoul, Korea
  - MI Campaign Analysis

[ 2017.09 - 2019.12 ] : M.S. in Statistics
- Department of Statistics, SunKyunKwan University, Seoul, Korea
- Advisor : Eun Ryung Lee (Department of Statistics)
- Dissertation : Word2vec Word Sense Disambiguation with Clustering
[ 2011.03 - 2017.08 ] : B.S. in Culinary Art & Foodservice Management
- Department of Hospitality and Tourism, Kyunghee University, Seoul, Korea

[ Time Series Analysis ] : Forecasting, Decomposition of Time Series
[ Machine/Deep Learning ] : Forecasting, Solving Segmentation Problems in real life
[ Statistical Inference ] : Bayes Theorem, Statistical Explainability