AI-Powered Stock Screening: Building an Intelligent Trading System with Tushare

This article presents a practical approach to automating stock analysis across thousands of Chinese equities by combining Tushare's market data with large language models for sentiment analysis and decision-making. The system addresses a critical pain point in quantitative trading—manual screening inefficiency—while demonstrating how AI-driven automation can enhance trading strategies with multi-source data redundancy and intelligent portfolio selection algorithms.