Across diverse scientific disciplines and everyday applications, measurements are expressed in a myriad of systems. This inherent heterogeneity can often create a gap to effective transference of information. Unit conversion, therefore, emerges as a vital tool for bridging this measurement gap. From transmuting meters to feet or kilograms to pounds