Natural composites are valued for their lightweight, cost-effectiveness, and environmental benefits, but they often fall short in performance compared to conventional materials. To enhance their properties, nanoparticles are added. This study focused on natural composites made from Indian almond fiber, with alumina and silica nanoparticles incorporated. The scope of this research was to develop the Indian almond based materials as industry ready by enhancing its strength with nano-fillers. Four composites were created: C0 (Epoxy/Indian almond), C1 (Epoxy/Indian almond/Silica), C2 (Epoxy/Indian almond/Alumina), and C3 (Epoxy/Indian almond/Silica/Alumina), using a resin-to-fiber ratio of 70:30 and 3 wt% nanoparticles. The inclusion of nanoparticles improved composite performance, with C2 demonstrating superior mechanical and wear properties. Specifically, C2 achieved high tensile strength (84 MPa), flexural strength (122 MPa), impact strength (7.31 kJ/m2), and hardness (86 shore D), along with smallest wear and friction coefficient. HIGHLIGHTS Natural fiber based material was prepared by means of Indian almond fiber in addition to epoxy resin Silica and alumina nano-additives were added for further strengthening of composite Indian almond/Silica/Alumina composite’s functioning was investigated Indian almond/Alumina composite exhibited better tensile, flexural and impact strengths Indian almond/Alumina composite showed high hardness, slightest wear plus low friction coefficient