The intersection of artificial intelligence (AI) and portfolio management represents a frontier where cutting-edge technology meets the intricate world of finance. In recent years, AI has revolutionized various industries, from healthcare to transportation, and its impact on the financial sector is equally profound. In particular, AI's application in portfolio management has garnered significant attention due to its potential to enhance decision-making processes, optimize investment strategies, and navigate the complexities of modern financial markets. financial markets become increasingly complex and dynamic; the role of artificial intelligence (AI) in portfolio management has emerged as a transformative force. This paper provides a comprehensive overview of the application of AI techniques in portfolio management, exploring its theoretical foundations, practical
implementations, and future directions