Python Assistant

Hung-Li (Andrew) Chuang

626-***-**** • Los Angeles, CA • ****-**.******.****@********.***.*** • Linkedin.com/in/hunglic1997 EDUCATION

University of Southern California, Marshall School of Business – Los Angeles, CA December 2020 Master of Science in Business Analytics (STEM), Dept. of Data Sciences and Operations National Sun-Yet San University – Kaohsiung, Taiwan June 2019 Bachelor of Arts, Political Economics

BUSINESS EXPERIENCE

TESLA Taiwan – Kaohsiung, Taiwan Summer 2018

Customer Experience Specialist Intern

• Cleaned and fulfilled Tesla Taiwan databases using SQL and considered multiple charging spots; selected three best sites by evaluating the cost and demand to set up three charging stations in Southern Taiwan

• Developed a new way to promote Tesla cars by designing direct message and email ads, increasing test drive appointment rate by 20%

• Planned and held two test drive events in Taiwan’s most popular tourist spot, Kenting, educating over 1000 customers about benefits of going electric

PROJECTS AND RESEARCH

University of Southern California, Marshall School of Business – Los Angeles, CA 2019 - 2020 Graduate project student, New York Properties Fraud Detection Project

• Cleaned and fulfilled properties database from City of New York which contains over 1 million records

• Built unsupervised machine learning algorithms, including PCA and autoencoder to detect unusual property characteristics representing and underpaying taxes by people Graduate project student, Centro.io Real Estate Project

• Cleaned and combined Centro.io rental and sales properties databases which contain over 200 variables of 100 properties by detecting discrepancies

• Conducted Exploratory Data Analysis and visualizations using python and Tableau and provided future properties acquiring recommendations based on key business insights National Sun-Yat Sen University – Kaohsiung, Taiwan 2015 – 2019 Undergraduate project student, Customer Behavior of Electric Motorcycle in Taiwan (Gogoro vs. Kymco)

• Identified the electric motorcycle market in Taiwan and analyzed the differences in strategies between Gogoro and Kymco, Taiwan’s largest electric motorcycle brands; built economic models to analyze customer behavior Undergraduate project student, Content Analysis of “a Little Happiness’’

• Collected over 1500 data using python beautiful soup from Taiwan News Smart Web of how the word “a Little Happiness’’ has been used in news; analyzed social impact by using Python content analysis Research Assistant, Professor Ming-Hsuan, Lee

• Conducted questionnaire survey on the motivation of people who run a business; studied cases of start-up businesses’ oversea investing

SKILLS & INTERESTS

Programming Language: Python (pandas, numpy, scikit-learn), R (dplyr), SQL (PostgreSQL), NoSQL (MongoDB, Neo4j) Visualization: Tableau, Python (matplotlib, seaborn), R (ggplot) Web Scraping: Python (beautiful soup)

Modeling: Machine Learning (Linear regression, Logistic regression, Classification, Cluster) Specialization: Web Analytics, Marketing Analytics, Fraud Analytics, A/B Testing, Text Analytics (NLP) Interests: Traveling, Reading, Cooking, Basketball, Baseball, Photography

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