Professional experience

• Data Scientist Consultant, Quinten, September 2017 -
• Technical expert on machine learning;
• Consulting missions include analyses for pharmaceutical companies and digital coaching;
• Mentoring a PhD student;
• Involved in the recruiting process.


• PhD Candidate, Institut Curie,September 2014 - June 2017
Subject: Clonal evolution in neuroblastoma
• Analysis of whole genome sequences (40TB of fat-data);
• Development of a clustering algorithm, QuantumClone, associated publication: QuantumClone: clonal assessment of functional mutations in cancer based on a genotype-aware method for clonal reconstruction ;
• Development of a statistical enrichment library ACSNMineR, associated publication ;
• Teaching biology, bachelor level at Université d'Orsay
• Participation to conferences: oral talks at ANR2016, HitSeq2015 and ABS4NGS2015; poster presentations at ISMB2015.


• Seasonal lecturer, ESTP, 2014
Teaching fluid dynamics

• Intern, Institut Imagine, September 2013 - June 2014
Subject: Genetic predisposition to mycobacterial infections, associated publication: Human TYK2 deficiency: Mycobacterial and viral infections without hyper-IgE syndrome.

• Intern, Stowers Institute, April 2013 - July 2013
Subject: Study of hematopoietic stem cells using an inducible miRNA system.

• Lycée Camille Claudel, Volunteer teacher, September 2014 - June 2017

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Education

• PhD in Oncology, Université d'Orsay,2017
• Masters degree, Interface biology, Ecole Polytechnique,2014
• Masters degree, BioMedical Engineering, Université Paris Descartes,2014
• Engineering degree, Ecole Polytechnique,2013

Skills

Computer science

• R: Advanced
• Python: Advanced
• Bash/Shell: Intermediate
• JavaScript: Basics
• Machine learning: Advanced
• Data visualization: Advanced
• Continuous integration: Advanced

Languages

• French: Native
• English: Fluent
• Spanish: Intermediate