The Comcast Applied AI Team invents the technological foundations for the Xfinity experiences of the future. Besides long-term research efforts in NLP, computer vision, audio/voice, and media analytics, we support Comcast through innovations and technical expertise in machine learning and artificial intelligence (with a focus on deep and reinforcement learning).