Michelle A. Cawley, MLS, MA, is the Head of Clinical, Academic, and Research Engagement (CARE) unit in the Health Sciences Library (HSL) at the University of North Carolina Chapel Hill. In this role, she leads a team of librarians who engage and partner with UNC schools of dentistry, medicine, nursing, pharmacy, and public health as well as multiple clinical departments within UNC Medical Center. She supports innovation, outreach, and curriculum engagement with the five Health Affairs schools and the medical center and has deep experience in the application of machine learning and other automation solutions to improve the efficiency of completing scoping reviews, systematic reviews, bibliometric analyses, and other projects requiring comprehensive literature searches.