Water quality sensors are essential tools for monitoring the health of aquatic environments, agricultural systems, and industrial processes. Among these sensors, pH and electrical conductivity (EC) meters provide crucial data that influence decisions on water treatment, crop irrigation, and environmental protection. However, the accuracy of these sensors depends heavily on regular calibration. Without proper calibration, measurements can drift, leading to incorrect conclusion