This invention relates to a method that allows for the differentiation of isolates of commonly encountered bacteria that contain specific antibiotic-resistance genes from similar isolates that do not harbor the gene. More particularly, the invention relates to a method that utilizes an automated rapid platform system that employs intrinsic fluorescence, optical data analysis, and artificial intelligence methods to analyze multi-dimensional optical characteristics of bacterial strains.