She joined the Kenyon faculty upon completion of her Ph.D. at the University of Wisconsin - Milwaukee. Madeline has been a member of the LIGO Scientific Collaboration since 2010. Her research currently focuses mainly on calibration of the LIGO detectors and using machine learning algorithms to predictively remove noise from LIGO data.