Andrew is a bioinformatics programmer in the Calfee-Matthay research group and has an MS in data science from UC San Diego. Andrew has created processes for ensuring that the Calfee-Matthay group generates quality and accurate data. As part of this effort, he has experience in building self-maintained LIMS for data and biospecimen management. He also has experience building R shiny dashboards, REDCap databases, and utilizing machine learning and statistical modeling techniques. Andrew is one of the points of contact for those interested in working with the CLIF dataset.