Water level monitoring in tanks and reservoirs is crucial for a wide range of applications, including industrial process control, agricultural irrigation, and flood management. Precisely measuring the water level ensures efficient resource allocation and mitigates potential risks associated with overflow. Modern monitoring systems leverage sophisti