Fatty acid methyl esters (FAMEs) represent a versatile class of compounds widely employed in a variety analytical applications. Their characteristic chemical properties facilitate their use as biomarkers, fuel sources, and research tools. Characterization of FAMEs often involves techniques such as gas chromatography coupled with mass spectrometry (