Part-Time Assistant For Quantitative Investment (Esg Focus)
- Analyzed key fund metrics (Sharpe, Calmar, Sortino ratios) using Python and reviewed past three-year performance.- Assessed stock-picking and timing skills of 70 fund managers through performance attribution analysis with Treynor-Mazuy model. - Compared fund performance with the CSI 300 Index across various return intervals through rolling window analysis.- Utilized multiple regression analysis to identify the best benchmark for fund performance and evaluate it using R-squared and P-values.- Calculated the average return and volatility of the fund’s major holdings from 2021 to 2024 and provided portfolio optimization suggestions for various market conditions (bull, bear, and sideways markets).- Performed ESG rating analysis to evaluate sustainable investment themes and recommended portfolio adjustments to enhance long-term sustainability.