Andrew Davis is a machine learning researcher specializing in the application of deep neural networks to various problem domains. He currently works with the application of machine learning for the purposes of malware analysis. Prior to working at Cylance, Andrew worked at Oak Ridge National Laboratory, where he applied computer vision and machine learning methods to defense as well as neuroscience research. In addition to his work at ORNL, he worked with a small machine learning startup, applying algorithms in the space of speaker recognition, vehicle fault prediction, and financial modelling.