Erdos->Gani->Yakowitz->Duff Hometown---Bowling Green, KY. BS, MS University of Arizona, Tucson (systems/control theory, optimization & applied mathematics). AT&T Bell Laboratories (cellular telecommunication frequency allocation optimization & queueing models). Mission Research Corp., Santa Barbara (simulation & computational plasma-physics, satellite communications). Trinity College and Wesleyan University (Visiting Lecturer). PhD, UMass, Computer Science (reinforcement learning theory, machine learning, stochastic processes). UConn Dept. of Physiology (Virtual Cell). Gatsby Unit, London (Bayesian machine learning, computational neuroscience). UC Irvine, Inst. Genomics & Bioinformatics (systems biology). UMass Computer Science Dept., Computational Biology Laboratory (micro-array resequencing data-analysis). UConn Dept. of Genetics & Developmental Biology (RNAseq data-analysis). Fred Hutchinson Cancer Research Center, Seattle (B-cell receptor repertoire dynamics).