CADS is tasked with developing prototype applications which implement recent advances in algorithms and technology to address issues of importance to Optum business interests. Most recent projects have been focused on Deep Learning. Adam has a PhD in Computer Science from the University of Massachusetts Lowell, his academic interests involve Computational Geometry and Data Visualization and these explorations, much like the work described in this talk, are all Perl driven. He also teaches, on an adjunct basis, at Wentworth Institute of Technology in Boston.