More than 25 years of experience in applying quantitative technique, finance theories, behavioral insight, econometric analysis and information technology in: stock selection model, assets allocation model, macro strategy, risk management, portfolio optimization, and cross asset research. Expert in writing codes in R for analyzing large datasets and developing strategies emphasized on cross asset and behavioral insights. Execute a complete life cycle of an investment strategy from idea origination, research, backtest, and production implementation as well as commercializing / monetizing the original investment ideas. Lead and advise research projects and result validation.