Patent-pending medical diagnostics tool, using advanced AI/ML technologies, for taking diagnostics and/or treatment of a post-operative bacterial infections following any surgical procedure in the hospital setting to a Next level, by effectively reducing the severity and impact of such infections through prevention & early detection, enabling the Development of Personalized & Precision healthcare practices as major tools for Control of ever escalating Healthcare costs, while Collecting the Individual patient’s electronic health data for a unique ability of Recovery Predictions at the end of each surgical procedure.