。Data Science
Design segment marketing tags by analyzing the purchase and item browsing history. Predict the possible customer's next purchase by time series model
Utilize campaign data to predict updated customer interest by multi-label machine learning models
。Data Analysis
Apply statistical models to define frequently repurchased items to support the company's future strategy.
Lead summer interns to complete the project on discount usage and form a coupon strategy which could increase revenue
。Data Engineer
Develop automatic update ETLs by AirFlow or Sqoop/Hive to ensure comprehensive data collection and robust database
Build up analytical database by Spark from Hadoop service