2016 - 2021
PhD in Neuroscience · University of Lausanne
Thesis: Innovation and standardization of processing pipelines for functional MRI data analysis
Work: Development of 8 neuroimaging toolboxes to facilitate the processing and analysis of MRI, EEG and eye-tracking data, with a focus on human cognitive mechanisms, such as multisensory integration and rhythm perception. Planning and execution of 7 research studies, including the acquisition of various datasets, using novel measuring techniques. Analysis methods included classical statistical analysis, as well as machine learning approaches.
2012 - 2014
Master of Science in Neuroscience with minor in Neuroinformatics · University of Zurich
Thesis: Differences and similarities between the brains of children with attention deficit hyperactivity disorder and children with autism spectrum disorder - An analysis of 700 anatomical MRI scans
Lectures in neuroinformatics, neurobiology, cognitive psychology, neuroimaging methods, neural networks, models of computation & computational vision.
2007 - 2012
Bachelor of Science in Psychology with minor in Neuroinformatics · University of Zurich
Thesis: On achieving satisfaction and subjective well-being. A review of intervention studies from positive psychology
Lectures in psychology, neuroinformatics, statistics, neuroscience, informatics, biology, mathematics & AI.
2019 - 2022
Data Science Course Developer & Instructor · EPFL, Lausanne
Content director for That’s AI, an informative online platform about Artificial Intelligence in three languages. Managing tasks involved coordination with marketing, front-end developers, business customers, and supervision of multiple content creators, web designers, language translators and illustrators.
Work included: Course developer and instructor for the “Applied Data Science: Machine Learning” program at the EPFL Extension School. Work included advising participants and guiding their proof of concepts from numerous industries, optimization of company internal processes, development of new teaching tools, creation and execution of multiple AI workshops, hackathons, and conference talks, plus collaborating with academic and private sector partners to identify opportunities for data-driven solutions across multiple industries.
2014 - 2016
Research Collaborator in Neuroscience & Neuroimaging · CHUV, Lausanne
Development, execution and analysis of +8 neuroimaging experiments using MRI, EEG and eye-tracking, plus general software development and teaching.
2013 - 2014
Research Assistant in Neuroscience & Neuroimaging · INAPIC, Zurich
Development and maintenance of analysis software of behavioral, physiological & MRI data. Extensive support to research collaborators for data analysis.
2011 - 2011
Internship at Massachusetts Institute of Technology · MIT, Cambridge, USA
Design and execution of experiments, development of neuroimaging software, technical support and teaching. 1-month extension due to very satisfactory work.
2012 - 2017
Special officer in the Psychological-Pedagogical Service of the Armed Forces · Swiss Army
Counseling, stress prevention and guidance to soldiers and cadre of the Armed Forces.
2007 - 2014
Clerk in payment transactions · Migros Bank, Zurich
Data analysis for the purpose of anomaly detection and process optimization.
Awards & Fellowships
Solo gold medal (11th place out of 1047 teams) · Kaggle
Solo gold medal (11th place out of 1047 teams) in Kaggle’s TReNDS Neuroimaging challenge.
Travel Fellowships for code sprint at MIT · Massachusetts Institute of Technology (MIT)
Travel Fellowship and invitation to 3-day code sprint at McGovern Institute for Brain Research at MIT. Code sprint focused on neuroimaging toolbox Nipype and dataflow engine Pydra.
Invitation to Neurohackademy summer school · University of Washington
Chosen from 400 applicants to be one of 60 participants at the Neurohackademy 2018 at the eScience Institute, University of Washington in Seattle, a two-week hands-on summer school in neuroimaging and data science.
SSN Travel Fellowships · Swiss Society for Neuroscience (SSN)
SSN Travel Fellowships for Student & Postdoc Members for 1’500.00 CHF.