Bofei Dong Email & Phone Number

New York, New York, United States

Class project and internship

Dalian, Liaoning, China

• Categorized merchandise information using text mining, established keyword databases for product descriptions of different kinds of products, analyzed owner information• Analyzed arriving and departure time of products, examined seasonality pattern of transit volumes, gave feedback to management team and build a template for future analyses

Shanghai City, China

• Used PyTorch and convolutional neural networks to categorize videos based on their cover pictures to push customized video recommendations to users• Evaluated user behaviors like clicks ratio, playtime and positive interaction on different recommendation algorithms using SQL in a large database, and gave graphical feedback to the algorithm team to improve the recommendation algorithm by 0.5%• Analyzed user behavior on iOS and Android, evaluated the performance of different apps in metrics such as active users, new users and users’ retention, created a statistical module for the different age groups based on users’ profile

Master Of Science - Ms, Business Analytics, 4.0

Bachelor Of Engineering - Be, Data Science, Minor In Mathematics, 3.8