After a postdoctoral training with Dr. Andre Nussenzweig at the NIH Laboratory of Genome Integrity, Dr. Faryabi joined the Perelman School of Medicine at the University of Pennsylvania in June of 2015. The focus of his lab is to explore the genome-wide signatures of replicative stress and the contributions of replication stress-induced genomic lesions to hematological malignancies. To achieve this goal, the lab employs a combined experimental-computational approach, and develop computational methods based on combinations of big data analytics, mathematical modeling and machine learning algorithms to integrate and interrogate high-dimensional experimental data sets.