Researcher
1. Developed an ESG scoring model tailored for real estate sector by employing Decision Tree and Random Forest algorithms, integrated into bank's credit rating system and avoided 15% risks of real estate investment.2. Conducted regression analysis and ARIMA modeling to predict impact of China Securities Regulatory Commission (CSRC) policy changes, resulting in a 2.3% annual yield increase and a 5% reduction in volatility of fixed-income product strategies.3. Authored ESG investment chapter in 2023 China ESG Investment White Paper, published in cooperation with 21st Century Press.4. Produced four ESG reports analyzing regulatory policies and market trends, collectively garnering over 4,000 reads, with one report notably presented to the State Council by bank's chief economist.