With further training and more time spent on exploring and studying the choices of the Fuzzy-Logic algorithm, we believe that medical staff at hospitals, schools, and community centers can significantly get better at calibrating insulin pump parameters, hence improving care for T1D patients and assisting in times of critical need. Here, INS is linked to type 1 diabetes mellitus.