Data Crawling: Developed web crawlers to collect ESG reports and financial texts, utilized deep learning models for sentiment analysis and carbon emission metrics extraction, and compiled comprehensive analytical reports.Factor Analysis: Built and assessed factors based on analysis outcomes for cross-sectional performance and temporal stability; employed these factors in constructing and backtesting trading strategies.Strategy Analysis: Conducted detailed studies on the correlation between market conditions and strategy performance, developed market timing factors, and refined strategies to achieve sustained superior returns.

In-depth Reports: Analyzed growth logic and industry dynamics, integrating current affairs to write reviews and research reports on relevant sectors, completing two comprehensive reports, each exceeding 10,000 words.Financial Statement Reviews: Conducted detailed reviews of quarterly reports from selected publicly traded companies, assessing profitability, management effectiveness, and the status of order signing and delivery.Meeting Summaries: Participated in investor relations and industry deep-dive sessions, compiled and summarized research notes from eight listed companies, totaling over 20 pages.

Industry Analysis (30%): Conducted in-depth analysis of competitor companies, assessing profitability and management capabilities, and evaluated the industry landscape and the target company’s market positioning.Report Writing (40%): Reviewed basic company information and financial data, integrating industry trends to compose detailed project initiation reports.Transaction Verification (30%): Examined the bank transactions of board members and senior executives for authenticity and identified irregular transaction data.