Fatty acid methyl esters (FAMEs) represent a versatile class of compounds widely employed in a variety analytical applications. Their distinct chemical properties facilitate their use as biomarkers, fuel sources, and substrates. Characterization of FAMEs relies on techniques such as gas chromatography coupled with mass spectrometry (GC-MS) and infr