Industrial dye pollution remains one of the most persistent and hazardous challenges in global wastewater management. The dyes from textile and chemical manufacturing sectors are difficult to remove, non-biodegradable, and can be toxic to plants, animals, and humans. However, conventional treatment technologies for dyes often fail to efficiently purify the wastewater without significant trade-offs.