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Quenton Hall is a Calgary native and AI System Architect for Xilinx. Quenton's interest in machine learning is broad, but with a focus on deep neural network inference in the cloud, fog, or at the edge. Quenton has direct design experience in cathodic protection data telemetry, industrial control, and pipeline compressor control for Alberta oil and gas; with nearly 20 years of experience consulting with clients on system-level design across a wide variety of applications including wireless and wired data communications, distributed processing, embedded vision, and video imaging.