Relevant Coursework: Machine Learning • Forecasting Time Series • Programming R • Spark • Programming Python • SQL Data Modeling • NoSQL Databases • Data Visualization • Business Intelligence & Data warehousing • Risk & Fraud Analytics • Natural Language Processing • Analytics for Retail • Marketing Intelligence • Recommendation Engines Projects: • Portfolio Optimization: Simulate combinations of selected ETFs to reach the highest Sharpe ratio on Python • Fake News Detector: Detect fake news by using NLP techniques written in Python and making use of Naïve Bayes, Max Entropy and Support Vector Machine classifiers • House Price Prediction: Aimed at minimizing the RMSE on house price prediction, made use of regression techniques like XGBoost, Random Forest, Ridge and LASSO • Pump it Up Well Challenge: Predict functional water pumps, repair required pumps and failed pumps by using multi classifications techniques written in R

NCHU CURRENCY WARS CLUB Founder and Vice President • Hosted weekly seminars with students from various majors on currency trading techniques and strategies and guided members in operating analog system • Grew club membership by 590% in 8 months through extensive recruiting CORPORATE SOCIAL RESPONSIBILITY PROJECTS Team Leader • Organized three education projects in rural area of Taiwan with undergraduates, EMBA candidates, and two corporations

Relevant Coursework: Macroeconomics • Financial Markets • International Business Management • International Marketing Management • Customer Analysis and Management • Special Issues on International Business