🗽 3+ YOE Data Scientist at Tencent / Wells Fargo / Xenon Health
🚀 Expert in Python, C++/C, SQL, ETL,
Airflow, Spark, and Machine Learning Algorithm
🎓 Duke University and Fudan University Alumni
🌅 Scuba Diving / Hiking / Swimming
Building an end-to-end ETL pipeline using Airflow, and Azure PostgreSQL, automating data integration from Google Sheets and APIs, and reducing data processing time by 40% through efficient data transformation and storage optimization.
Conducted a comprehensive analysis of an E-Commerce Online Sales Performance data using Tableau, developing effective marketing strategies based on data analysis and visualization.
A Strategic Approach to Talent Retention Using Machine Learning, implemented a predictive model utilizing PCA and logistic regression to identify critical features, finally predicting a 19% attrition rate.
Used Monte Carlo Simulation with various models to develop a production plan for a factory, and provide decision-making recommendations by minimizing risk and maximizing profitability.
Experienced in Database, Big Data Clouding, Data Analysis, Statistics, Machine Learning, and Data Visualization with good marketing sense, financial statement reporting skills, and business acumen.
Outstanding in ETL, Airflow, Spark, Azure Databricks, AWS(EC2).
Professional in R Studio, Python Anaconda, Pycharm, Numpy, Pandas.
Excellent in A/B Testing, Hypothesis Testing. Forest
Experienced in PyTorch, Scikit-learn, TensorFlow, Regression, Classification, Clustering.
Expert in Tableau, PowerBI, Matploblib, various plots types.
Good at marketing sense, financial statement reports and business acumen.
July 2022 - May 2023
Master of Quantitative Management: Business Analytics
Sept 2018 - June 2022
Bachelor's Degree: International Politics