This document describes a study on the synthesis and characterization of pure, nickel-doped, and iron-doped tin oxide nanoparticles. The nanoparticles were synthesized via a co-precipitation method and analyzed using various techniques. X-ray diffraction analysis showed that the nanoparticles crystallized in the tetragonal rutile structure. UV-visible spectroscopy revealed that doping reduced the optical band gap. Fourier transform infrared spectroscopy confirmed the incorporation of nickel and iron into the tin lattice. Photoluminescence spectra exhibited blue emission peaks attributed to electron transitions involving defect levels. Scanning electron microscopy images displayed nanoparticle morphology and energy-dispersive X-ray spectroscopy confirmed the presence of tin, oxygen, and dopants in the samples.