Delivered a technical demonstration and presentation about the various techniques available to deploy neural networks on embedded systems and edge devices in general. • The demonstration had participants converting a myriad of multi-modal networks to intermediate representations with Intel's OpenVino, Nvidia's TensorRT and Open Neural Network Exchange. • The presentation ended with a demonstration of the pratical implications of these toolsets with an AGX Xavier developer kit device influencing actuators in a robots head to track objects in realtime.