About me
My initial training is in experimental psychology. I have specialized in research at the intersection of neuroscience and machine learning. My work focuses on statistical modeling of cognitive & clinical outcomes from brain data i.e. electroencephalography (EEG), magnetoencephalography (MEG), magnetic resonance imaging (MRI) and heterogeneous biomedical data.
In my previous position at the French National Institute for Research in Digital Science and Technology (Inria Saclay-Île-de-France / Paris), I have developed machine learning aproaches for translating insights from laborary research and population modeling to clinical applications.
In my current role at the Roche Innovation Center Basel, I work on assessing the impact of novel compounds on brain dynamics and clinical outcomes by applying knowledge, tools and resources resulting from my research.
Education
Université Paris-Cité, Paris, France | Habilitation à Diriger des Recherches (HDR), Médecine | 2021 - 2022
University of Cologne, Germany | PhD, Psychology | 2011 - 2015
University of Giessen, Germany | Diploma, Psychology | 2003 - 2010
Experience
Roche Pharma Research & Early Development, Basel, Switzerland | Biomarker & Experimental Medicine Leader | 2021 - present
Inria Saclay, Paris, France | Research Scientist | 2017 - 2021
CEA NeuroSpin, Paris Brain Institute (ICM), France | Postdoc | 2014 - 2016
Jülich Research Center, University Hospital Cologne, Germany | PhD student | 2011 - 2014
Max-Planck Institute for Evolutionary Anthropology, Leipzig, Germany | Intern | 2007 - 2009