In the rapidly evolving landscape of healthcare, optimizing clinical workflows and enhancing decision-making processes are critical for improving patient outcomes. Our AI/ML project focused on developing an Intelligent Healthcare Decision Support System, leveraging advanced algorithms to assist healthcare professionals in diagnosis, treatment planning, and overall patient care.