Dr. Coeli is a pioneer in probabilistic data linkage in Brazil, which she has developed both for academic research and for use by local and national-level health departments in the country. Additionally, she developed, along with Kenneth Rochel de Camargo Jr., the open-source record linkage software OpenRecLink. Her current research interests are health information systems, probabilistic record linkage, big data mining in health and systems science.