As the world shifts towards greener transportation, electric vehicles (EVs) are seen as a crucial solution to reducing carbon emissions. However, while EVs offer a cleaner alternative to gasoline-powered cars during their lifetime, the production process of a single electric vehicle has significant environmental consequences. From raw material extraction to battery manufacturing and assembly, the ecological footprint of EV production is substantial.