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Christophe Poulet is a qualified researcher at CHU de Liège since October 2019 and serves as an associate professor at the University of Liège since April 2017, where responsibilities include biomarker signature discovery for small datasets and robust feature selection using Random Forest methodologies. Prior experience includes co-founding the Antibody-Adviser NPO AISBL as a computational biologist, analyzing clinical trial samples at Aduro Biotech, and conducting molecular and computational biology research during a PhD at the University of Liège. Additional academic contributions include a visiting PhD student position at Imperial College London and internships at CNRS and INSERM. Christophe Poulet holds a PhD in Biomedical and Pharmaceutical Sciences and multiple master's degrees in proteomics, biology, and biotechnologies.