Yueyue Hou

adcm3v@r.postjobfree.com 434-***-**** ***, 240 Wahoo Way, Charlottesville, VA 22903 https://www.linkedin.com/in/yueyue- hou-66441318b/

EDUCATION

University of Virginia 09/2019-12/2020

Master in System Information Engineering (Data Science Track) The Chinese University of Hong Kong 09/2015-06/2019 Bachelor of Science in Statistics

SKILLS

● Statistical Programming Language: R, Python, Matlab, Minitab

● Data query and visualization: SQL, Tableau

● Analytics platform: Google Analytics

EXPERIENCE

Entrepreneurship Competition: AI Education Planning System Shenzhen, China Co-Founder 10/2017-06/2019

● Led a team of 9 people to provide students with personalized analysis and academic planning guidance, won the first prize in the competition roadshow and awarded 100,000 RMB funding.

● Performed data ETL, data cleaning using Pandas, utilized Random Forest Algorithm to deal with missing values and performed SCAD algorithm in R for feature selection, also constructed the baseline neural network algorithm.

● Conducted go to market initiatives and set the road-map for company products portfolio, received 138% increase on new registered users in 3 months.

Huaju Information Technology Co.,Ltd Guangzhou, China Data Analyst Intern 01/2018-02/2018

● Performed big data ETL based on Hadoop using Sync-sort DMX-h, converted unstructured data to structured form, improved data ETL efficiency for 50%, and assisted in database maintenance and support.

● Using Tableau to perform data visualization after data ETL, and provide summary report for client companies. China Galaxy Securities Co.,Ltd Shenzhen, China

Analyst Intern 05/2018-07/2018

● Using SQL to extract and integrate 5 year’s of securities clients’ data and financial data for different team’s demand, and performed k-means clustering analysis to help company work out specific strategies for different clients group.

● Analyzed financial statements of top 10 companies in online education industry of China, analyzed their weekly updates in sales, finance, technologies, etc. and report to the senior manager about the company’s updates and marketing strategies.

● Analyzed customer-value under RFM model to conduct targeted-marketing and enhance management of high-value customers. Chinese Academy of Science Beijing, China

Research Assistant 07/2017-09/2017

● Implemented KATZ algorithm using MATLAB to predict association between human microbiota with non-infectious diseases, and achieved AUCs of 0.8301.

● Utilized Random Walk algorithm to predict association between human microRNA and disease and achieved AUCs of 0.8617. PROJECTS

Tele-company Customer-Churn 01/2020-present

● Visualized telecom customers’ churn data and explored inter-relationships and abnormal patterns.

● Conducted data cleaning, imputed missing values and created new features to improve model performance using Python.

● Utilizing multiple classification algorithms such as Random Forest, Logistic, Neural Network and SVM, performed hyper- parameter tuning to optimize the model accuracy using Python.

● Performed cross-validation on varying sized training sets and achieved accuracy of 0.8085. Statistical Modeling in Quantitative Finance and Risk Management Stanford University 07/2018-08/2018

● Predicted and modeled volatility using the GARCH model in Time-series using R.

● Modeling liquidity risk in finance under Markov Regime-Switching model.

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