Xiaoxu Deng Email & Phone Number

 Responsible for the data mining consultant service of big data related projects for governments and telecom companies, involving project analysis schema design, database development, machine learning algorithm, statistical modeling, data cleaning, variable selection, feature engineering, dimension reduction, computation optimization, model evaluation, software solution and visualization for reports presentation and etc. Initiate and Instruct the department-wide training course “Data Mining and Statistics” for colleagues

Guangzhou, Guangdong, China

 Provide routine data analysis under certain market index and perform summary statistics report for the customer response on WeChat platform in Marketing Department Project participated: Establishment of the Customer Consumption Points System Designed the customer bonus points system based on the Company’s product types, business processes and customer transaction data, including deducing the consumption point formula, planning the application of consumption points, and stratifying the customer value by R studio and Oracle, etc.

广州, 广东

 Conducted the research on customer retention, including data mining on customer history and transaction data, development of customer value database and prepare the weekly analysis report.  Project participated: Analysis on Activeness of Credit Card CustomersDesigned customer value labels by running classification and clustering models, analyzed the success rates of different retention reasons corresponding to different value labels and find out the optimal retention policy by statistical software SAS.

Phd, Biostatistics, 4.0

Master Of Science (Ms), Statistics, 3.9

Academic Good Standing

Bachelor Of Science (B.S.), Statistics, 3.7

Activities and Societies: statistics club, chinese student & scholar association, Data Fest Alpha Phi Omega, Dance Concert TeamDean’s Honors