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Genetically engineered, re-programmable bacterial cells are fast emerging as a platform for small molecule detection in challenging environments [1]. A key barrier to widespread deployment of autonomous bacterial sensors is the detection of low-level bioluminescence, which is typically quantified with power-hungry (watt-level) detection hardware such as Photo Multiplier Tubes (PMT). Prior work has...