Heavy metal like mercury (Hg), lead (Pb), arsenic (As), and cadmium (Cd) pose serious health and environmental risks, and modern remediation techniques like chemical precipitation, adsorption, electrochemical treatment, and bioremediation have limitations like high costs, secondary pollution, and efficiency constraints.