Jeff Calkins is lead data scientist of Content Protect group in the Video Development Engineering division at Charter Communications. He has extensive experience in the Cable and Satellite industry as a video engineer. At Charter, Jeff is tasked with protecting DRM licenses for Video IP streaming services. His work is focused on identifying BOTs, bad actors and mitigating those threats.