A variety of techniques have been developed to treat dye-laden effluents, including physical, chemical, and biological methods. Among these, adsorption using sugarcane bagasse is a widely recognized, cost-effective, and simple technology for water treatment . Adsorption is efficient and effective for dye removal from wastewater due to its low cost, operational simplicity, easy regeneration, and non-toxic nature . However, developing an ideal adsorbent from sugarcane bagasse remains a significant challenge for researchers.