Data Analysis

XIAO (CHRIS) QIN

*** ****** **. *******, ** 857-***-**** ******@*****.***

SUMMARY

• Past work experiences include; business consulting, market research, business process analysis, and data visualization.

• Strong grasp of statistical concepts, quantitative analysis and predictive models. Excellent academic performance in courses dealing with advanced statistics and data science.

• Technique Skills: R, SAS, SPSS, SQL, Excel, JMP and Tableau. EDUCATION

Bentley University - Waltham, MA Sept. 2014 – May 2016 MS in Marketing Analytics & Graduate Certificate in Business Analytics GPA 3.66 Relevant Courses: Data Mining Methods and Techniques, Database Management, Statistic theories. Shanghai University of International Business and Economics – China Sept. 2008 - July 2012 Bachelor of Business Administration GPA 3.46

PROFESSIONAL EXPERIENCE

Millward Brown

Research Associate Intern May 2015 – Aug. 2015

Prepared the dataset for further analysis: data cleaning, recoding and reformatting. Developed Tableau dashboards for projects; performed descriptive analysis and data visualization for reports. Delivered monthly reports about KPI marketing trends and strategy of clients’ competitors. Ensured the quality of dataset by designing and evaluating online questionnaires. Supported senior managers in maintaining and developing relationships with clients. Shanghai Human Resource Consulting Association

Business Analyst Assistant Oct. 2013 – June 2014

Provided data support for consulting projects by analyzing the economic environment, labor rules and policies of assigned territories.

Collected and processed data from employee satisfaction surveys for 80 organizations by questionnaires as well as focus group.

Designed questionnaires to evaluate the growth of labor supply market in Shanghai. PROJECTS

San Francisco Crime Prediction: Carried out Descriptive analysis, Data visualization, K-nearest Neighbors and Decision Tree and predicted the category of the top five high frequency crimes. (R programming, SAS Enterprise Guide) Market Basket Analysis for Grocery Stores: Performed Data cleaning, Descriptive analysis and Association rules to identify customer buying behavior and purchasing trends. (SAS Enterprise Guide and Tableau) Washington Bicycle Rental Prediction: Conducted PCA, multi-linear regression models with ANOVA analysis as well as hypothesis test for a Bicycle Rental Company for business development purpose. (SPSS, Tableau) Financial Risk Analysis: Assessed financial risk of future investment for an insurance company based on a time-series dataset with GARCH + ARMA model. (R programming)

Other projects. Involved cluster analysis, text mining, factor Analysis and survival analysis.

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