Data Sales

AMBER (SHUWEI) DENG

Arlington, VA ac5pty@r.postjobfree.com 202-***-****

www.linkedin.com/in/shuwei-deng-amber

EDUCATION

THE GEORGE WASHINGTON UNIVERSITY, School of Business Washington, DC

Master of Science, Business Analytics Expected December 2018

Focus: Programming for Analytics (R, Python, SQL), Data Mining, Time Series Forecasting for Analytics, Data Management, Statistics, Decision and Risk Analytics, Business Analytics

VIRGINIA TECH, Pamplin School of Business Blacksburg, VA

Bachelor of Science, Double Major: Accounting & Information Systems and Finance May 2015

Dean’s list for 3 semesters

Certificate: Bloomberg Certificate, Google Analytics Individual Qualification

SKILLS

Programming: SAS, R, Python, SQL, Tableau, Spark, JMP, NetLogo, VBA, AWS(EC2)

Statistical: Stochastic Foundations, Probability Modeling, Google Analytics

Technical: Word, Excel, PowerPoint, Access

Analytical models: Logistic Regression, Decision Tree, Neural Network, Convolutional Neural Network

RELEVANT PROJECTS

City Service Analysis: Developed interactive R-Shiny (RStudio) app using 3,000+ records to examine number and locations of city services in the Washington DC area, displaying results via map with pivot tables and bar-charts.

H-1B Petition Exploration: Investigated the U.S. H-1B petition situation by using a logical schema in SQL and visualized the number of cases, on a map, using Tableau. Through Python analysis, the team found newly-graduated students with Computer Science-related majors are more likely to find jobs in California and NY.

Yelp Restaurant Rating Analysis: Explored Yelp’s dataset with R to identify ways to raise 1-star-rated restaurants to a 5-star-rating by improving highlighted features such as service, food quality and physical space.

MNIST Data Recognition: Developed a convolutional neural network model for the MNIST data to recognize input numbers utilizing Python and H2O and achieved an AUC of 99.4% for predicting the digits.

EXPERIENCE

CHINA MERCHANTS BANK Yangzhou, China

Accounting Trainee January 2016 – October 2016

Analyzed the structure of the bank and the functions of each major department, revamped business processes and initiated development of a customized application to support a workflow across 4 distinct functional areas

Advised customers on major purchase decisions by analyzing their income and expenses and recommending appropriate bank products and services

AIR CHARTER SERVICE (HK) LIMITED Hong Kong

Accounting Trainee May 2014 – July 2014

Analyzed weekly employee expense reports using MS Excel and built office cost reports for management

Partnered with sales staff to create 100+ sales queries and 50+ customer invoices per week using QuickBooks

LANGUAGES AND INTERESTS

Languages: Mandarin (native), English (professional)

Volunteering: Association of Chinese Students & Scholars at Virginia Tech, Recruitment Fair at Virginia Tech, Relay for Life

Interests: Music (Piano), Art

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