Solvent extraction is a crucial separation technique widely utilized across diverse industries for isolating target compounds from complex mixtures. This process relies on the differential solubility of components in two immiscible liquids, typically an organic solvent and an aqueous phase. Successfully implementing solvent extraction demands speci