Across diverse scientific disciplines and everyday applications, quantities are expressed in a plethora of systems. This inherent heterogeneity can often create a gap to effective understanding of information. Unit conversion, therefore, emerges as a essential tool for overcoming this measurement gap. From converting meters to feet or kilograms to