The cadmium ion concentration in drinking water is frequently found higher in different part of the world as per international recommendation. It is crucial to reduce concentration in water by sustainable and environmentally friendly means. We tested the biomass of Jamun (JP) and Amaltash (AT) seeds to remove cadmium from synthetic wastewater cost effectively. The biomasses were characterized by functional groups (FTIR), crystalline structures (XRD), and elemental analysis (ICP) techniques. Experimentation the optimization study has been carried out by using Design-software 6.0.8. Response surface methodology has been applied to design the experiments where we have used three factors and three levels Box-Behnken design (BBD). Cadmium removal ability of bio-sorbents were evaluated in bench-top reactor and optimized at various solution pH, adsorbent dose, and cadmium concentration in synthetic wastewater. At initial cadmium concentration 2 mg/litre, pH 6, adsorbent dose 60 mg and stirring speed 300 rpm the cadmium removal was ~95% and ~93% from synthetic wastewater by JP and AT seed biomass, respectively. The adsorption behaviour of cadmium ions well explained following Temkin model (AT r2=0.988; JP r2=0.984) and maximum adsorption capacity 3.88 mg g−1 (JP) and 4.54 mg g−1 (AT) after 70 minutes under optimal set of condition and proved to be an efficient and eco-friendly bio-sorbent for cadmium removal.