TAMMY (KUAN-CHEN) CHIU

949-***-**** https://kuancc3.wixsite.com/tammychiu adgybb@r.postjobfree.com http://www.linkedin.com/in/kuan-chen-chiu/ EDUCATION

University of California, Irvine, Paul Merage School of Business, Irvine, CA 06/2020 Master of Science in Business Analytics

• Relevant Coursework: Statistics for Data Science, Machine Learning for Analytics, Data & Programming Analytics, Management Science for Analytics, Applied Forecast Modeling, NLP, Supply Chain Analytics National Central University, Taoyuan, Taiwan 06/2016 Bachelor of Business Administration, Economics

• Relevant Coursework: Mathematical Economics, Econometrics, Linear Algebra, Financial Analysis, Statistics

• Exchange program: Munich University of Applied Science, Germany 09/2014 - 02/2015

- Merit-based scholarship sponsored by National Central University

• Activity: AIESEC TAIWAN_NCU Branch, Vice President of Finance and Legality 09/2013 – 08/2015

- Managed financial resource and budget for 7 departments to ensure the sustainability of the organization

- Provided quarterly and annual financial report to the executive board and increased entity asset from none to

$17,000 within two years

EXPERIENCE

Cathay Securities, Taipei, Taiwan 03/2017 – 02/2018 Specialist/ Trader, Foreign Institutional Equity Department

• Served FINI clients (foreign investors) in Taiwan stock market by executing ETF and basket arbitrage trades; maximum trading volume per day was $66 million

• Built tracking models by Excel for automated monitoring of 90-day performance for individual stocks and analyzed sector movements to provide solid trading ideas and investment recommendations

• Produced daily index report, and research reports to better understand the stock market and individual stocks for clients and leadership review

• Tracked Taiwan major corporate events (GDR, capital reduction, M&A, etc.) to stay tight in the market movements Pintex Inc., Taoyuan, Taiwan 07/2016 – 08/2016

Business Analyst, Intern

• Conducted marketing analysis to determine responsive and profitable segments

• Collected customer requirements and maintained complete documentation for all projects PROJECTS

Capstone Project, Paciolan: Analyzed Paciolan’s client account data to explore the factors that drive account holders to purchase and renew season tickets and developed ranking models to identify the probability of renewing season ticket MSBA Hackathon: Built Airbnb clone website by using HTML, CSS and Javascript and used Google firebase as back-end database. The website content includes Google API, search function, reviews and ratings Super Bowl 54 Prediction: Used support vector machine (SVM) and Alteryx to predict the final scores and championship for the Super Bowl 54

Stack Overflow 2018 Developer Survey – Job Satisfaction Analysis: Used machine learning method such as Naïve Bayes, Decision Tree, Logistic Regression, Random Forest and KNN to find out the important attributes which may influence the job satisfaction. According to the result, giving recommendations to the international students to know more about American workplace culture.

Stock Price Forecast on Feng-Tay Enterprises Co., Ltd. (Ticker# 9910.TW): Analyzed current state of footwear industry and forecasted one-year stock price by building financial models SKILLS and ADDITIONAL

Computer: Proficient in MS Office, Python, R, SQL, Tableau, Alteryx, Snowflake, WEKA, C, Bloomberg Terminal Languages: Chinese (fluent), French (basic)

Certificate: Qualified Securities Specialist/ Qualified Futures Specialist, Securities and Futures Institute, 2016/ 2017