Shirui Zhou

Master's

Data Science

World Bank Group

Data Scientist

- Python (NumPy, Scikit-learn, SciPy), Stata, Excel - March 2024 - Present - Enhanced predictive analytics for firm entry and GDP per capita growth by improving RMSE by 27% and F1-score by 16.9% through fine-tuning of LSTM and GRU models in multivariate time series analysis - Enhanced adaptability to professional and enterprise surveys by engineering DTF score updates on Hive with AWS pipeline - Enabled c-level tracking of GDP performance, economic and political risk, and business regulation over 18 years across 190