Bill Finlayson is the senior data scientist at Endgame. Before Endgame, he was a senior security researcher at Vectra where he researched machine learning models for lateral movement and malware detection. Prior to Vectra, he was a senior researcher at BeyondTrust and a windows reverse engineer at CyberPoint International before that. He received a B.S. in computer science and a M.S. in mathematics from Rutgers University. Bill also holds multiple certifications from data visualization, convolutional neural networks, modeling risk and realities, and more from Coursera.