Michael is currently working with Dr. Natalya A. Kramarova on machine learning applications to measurements by the Ozone Mapping and Profiler Suite’s Limb Profiler onboard the Suomi National Polar-orbiting Partnership satellite.
As part of their dissertation work at the University of Central Florida, Michael developed open-source software packages centered around training and applying neural network surrogate models, Bayesian inference frameworks, and exoplanet atmospheric retrieval.