Tim has worked at the cutting edge of embedded vision and machine learning enablement for the past ten years at Arm, from helping partners understand how to target these workloads onto then-emerging mobile GPUs, to initiating and driving requirements for the open-source Arm Compute Library and Arm NN framework. Now VP Product & Marketing for SeeChange, an Arm subsidiary, Tim runs the product team designing new forms of edge-to-cloud distributed machine learning verticals focusing on solutions for retail stores, healthcare, smart cities and more. Tim is a long-time attendee, contributor and advocate of the Embedded Vision Summit, remembering the event in its early days, long before the move to long trousers. Previously to Arm, Tim ran a research and development team at the BBC, exploring multimedia techniques and technologies, and served for a period as an entrepreneur building a number of technology start-ups.