Statistics graduate (Mount Holyoke College) based in Seoul, Korea.
I work across the full data workflow — cleaning and validating data, building models, and translating results into decisions that actually get used. I believe analysis only creates value when the data behind it can be trusted, and when the output is clear enough for the right people to act on.
Bilingual in Korean and English. Open to data analytics, data engineering, and strategy & planning roles.
- Data validation, quality checks & inconsistency detection
- Statistical modeling, regression & predictive analysis
- Exploratory data analysis & visualization
- Survey design, administration & reporting (Qualtrics)
- Stakeholder reporting in Korean & English
| Project | Stack | Description |
|---|---|---|
| Starting Salary Prediction | Python | Regression model across 444 U.S. colleges — R² ≈ 0.80 |
| Global Development Clustering | R | K-means clustering of 167 countries across 12 indicators |
| F1 Pit Stop Strategy Analysis | R | Logistic regression on 1,111 laps of race telemetry |
| Fractal Growth Simulation | NetLogo, R | Agent-based simulation for polymer growth dynamics |