Dr. Baninia Habchi is a senior researcher in analytical sciences, metabolomics, and exposure science, with over 10 years of experience in mass spectrometry-based metabolomics and chemometrics. She obtained her PhD in Analytical Sciences from Université Paris-Saclay (INRA–AgroParisTech), France, in 2017, focusing on metabolic disruptions associated with environmental contaminants using high-resolution mass spectrometry and chemometric approaches. Her PhD work received the RFMF Thesis Award in 2018. She subsequently worked at Aix-Marseille University on metabolomic signatures of uranium exposure and at Karolinska Institutet, Sweden, where she applied untargeted metabolomics to large-scale human cohorts to investigate respiratory health and environmental exposures. Since 2021, she has been a researcher at INRS, France, developing LC-HRMS-based untargeted metabolomics, suspect screening, and non-target screening approaches for human biomonitoring and occupational multi-exposure assessment. Her research combines analytical method development, omics data processing, chemometrics, and biomarker identification to characterize complex chemical exposures and their biological responses, supporting occupational health, risk assessment, and prevention. She is also involved in European research initiatives, including PARC, where she coordinates a multidisciplinary project involving over 15 European partners, and contributes to the supervision and training of young researchers.