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How I Built a Real-Time Sensor Dashboard to Fix AmbaFlex Spiral Faults

How I Built a Real-Time Sensor Dashboard to Fix AmbaFlex Spiral Faults

AmbaFlex spiral conveyors were faulting unpredictably, costing millions in downtime and labor. I built a Python-based dashboard that visualizes sensor data in real time — helping techs diagnose issues instantly, reducing escalations, and reclaiming thousands of hours annually. This tool empowers the workforce and scales across sites with zero licensing cost.


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