In this work, we synthesized superpara-magnetic cobalt ferrite (CoFe \(_{2}\) O \(_{4}\) ) magnetic nanoparticles using the co-precipitation method and performed a comprehensive structural and magnetic characterization. Structural characterization techniques, including X-ray diffraction, Raman spectroscopy, and HRTEM, confirmed the formation of an inverse spinel structure with a lattice parameter of \(a = 8.41\) Å and an average crystallite size of \(D= 17.7\pm 6.5\) nm. Raman peak fitting revealed broadened modes, consistent with phonon confinement effects. SQUID magnetometry confirmed superparamagnetic-like behavior of the nanoparticles at room temperature, characterized by low coercivity and remanence, with a blocking temperature of 210 K and saturation magnetization of \(M_{s}=51\) emu/g. Complementing the experimental work, we implemented a two-dimensional Ising model through Monte Carlo simulations to analyze the magnetic response within the nanoparticle system.