Heavy metal removal is a crucial environmental and public health process that involves the extraction of toxic metals like lead, mercury, and cadmium from water and soil to prevent contamination and poisoning. Advanced techniques such as adsorption, ion exchange, and bioremediation are employed to efficiently reduce metal concentrations to safe levels, ensuring ecosystem and human safety.