Jeremy Leipzig is the bioinformatics engineer at Panorama Medicine. He has over 15 years of experience holding senior bioinformatics software development positions at the University of Pennsylvania Department of Microbiology, DuPont Crop Genetics, and the Children's Hospital of Philadelphia. He has authored or co-authored over 40 peer-reviewed manuscripts and one of the first O’Reilly data science books, “Data Mashups in R”. His primary research interests are reproducible research, metadata, and workflow development. He received a B.S. in Biology from Wake Forest University and a Masters in Computer Science from North Carolina State University. He is currently a Ph.D. candidate in Information Science at the Metadata Research Center, College of Computing and Informatics at Drexel University.