• Conducted research on factor investing in China and the U.S. market, provided exploratory data analysis for over 180 investment factors, and performed quality assurance test over the ETL process, advancing the live production date by two months. • Reviewed and back-tested major quantitative trading strategies such as news sentiment trading strategy and Adaboost multi-factor strategy in the Chinese market with proprietary quantitative research platform and inhouse data.

• Assisted in the process of credit analysis and loan management and prepared analysis report based on credit model and clients' financial position, with a total number of 13 corporate clients from automobile and real estate industries• Analyzed future cash flow of property developers for determining solvency and conducted PPE valuation for automobile manufacturing companies to determine the value of collaterals.• Explored new factors for proprietary credit model and evaluated results generated by different classification models (e.g., Logistic Regression, Decision Trees, and Ensemble Methods), amended 3 new factors to the existing model, improving the accuracy by around 15%.

• Assisted the senior media planning manager to promote advertisement space to companies such as China Telecom, 58.com, and Royal Furniture• Collaborated with senior teammates to organize broadcasting schedule and to evaluate cost and benefit for specific projects, including promotion plan for China Telecom during 2012 Euro Cup, and 2012 London Olympics Games• Communicated with local television stations to ensure broadcasting, achieved a goal of zero broadcasting error• Collected audience feedback to provide statistical analysis and maintained database based on analysis results