This invention relates to a Hybrid Biomass-Magnetic Induction Pyrolysis Reactor that converts polystyrene into clean liquid fuel. The system integrates biomass heating for a sustainable start-up and magnetic induction technology for precise, uniform thermal processing. Laboratory trials using biomass-powered mode successfully produced pyrolysis oil with promising fuel characteristics. The hybrid design is projected to enhance yield, efficiency, and fuel quality.