Computational biologist with 20 years of industry experience working with scientists and managing software engineers to identify biomarkers, design and build data analysis systems, and provide bioinformatics services. Leadership experience on the scientific team of biotech companies, including developing bioinformatics and company strategy with Boards of Directors and Scientific Advisory Boards. Leadership roles in scientific and non-profit local, national and international organizations. Editor at PLoS Computational Biology. Developed innovative computational formalism of chromatin modification.