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