Paperspace Gradient brings effortless infrastructure and lifecycle management to machine learning pipelines. Machine learning teams that use Gradient deploy more models from research to production by taking advantage of dramatically shorter development cycles. In this presentation we will demonstrate how an end-to-end machine learning pipeline can be constructed in minutes to support a state-of-the-art bacterial classifier. The technology demo features the Intel® Distribution of OpenVINO™ toolkit and other AI accelerated instruction available on modern Intel CPUs.