Kristen (Jiaming) G. Email and Phone Number

• Analyzed the coverage levels of over 30 financial statement accounts of all companies in the Russell 2000 and the FTSE World since 1980 provided by data vendors Compustat and Worldscope; improved both the efficiency and the reliability of model backtesting in these two markets. • Built market-tailored multifactor models to pick stocks in different markets by integrating both data-driven and fundamental analysis, summarized over 70 complex functions effectively for internal model build-up; enhanced the team's alpha-generating power and work efficiency. • Conducted weekly data cleaning on 'Factor Transparency', an internal quant tool summarizing the ranks of over 1,000 listed companies according to internally-built stock-picking models; achieved 63% reduction in missing values, maintained the remaining data at well acceptable levels.

• Conducted company due diligence with both financial analysis and strategic business analysis to identify financing opportunities and the risks associated with. • Compiled and translated various types of documents for three on-lending projects with a total investment of over 3 billion CNY, including pre-loan due diligence reports, risk assessments, on-lending agreements and project research reports.

Initiated an acquisition transaction plan leading to at least 20% growth in net income; performed financial analysis with detailed industry research, summarized different valuation methods and the acquisition model to identify accretion/dilution ranges in simple and logic manners, analyzed the potential risks after the transaction.