This paper comprehensively examines the effects of Artificial Intelligence (AI), specifically machine learning on IT project management in the context of technologically advanced surroundings. The study emphasizes the importance and advantages of incorporating machine learning techniques to simplify project management procedures and effectively implement IT projects. In providing a thorough review of machine learning applications in project management, the paper emphasizes how these technologies can completely transform decision-making, resource allocation, risk assessment, and overall project performance. This paper provides insightful information on the transformative potential of machine learning in enhancing technology project management methods through a thorough literature review and detailed analysis.