We synthesized V2O5 nanoparticles using a sol–gel method and observed a notable reduction in the optical band gap with higher calcination temperatures. While structural changes were minimal, the introduction of oxygen vacancies was found to reduce the band gap and promote a ferromagnetic response. This discovery suggests a potential method to design innovative devices. Instagram post here.