Mes compétences :
Computational Epidemiology
Mathematical Modelling of Complex Systems
Complex Networks
C/++ Programming Language
Machine Learning
R
Mathématiques
Python
Hadoop
Physics
Big Data
Spark
Entreprises
Ysance
- Data Scientist
Paris2016 - maintenantData Scientist consultant :
Apr. 2017- Present Data Scientist at Direction Études Clients - Crédit du Nord
Mar.-Apr. 2017 POV Predictive Maintenance Bouygues Construction
Feb. 2017 fioulreduc.fr - analysis of heating fuel quotation data and development of a model for predicting the prospect to client transformation
Jan. 2017 L'Occitane - demo big data platform
Nov. - Dec. 2016 SNCF - demo data science
Oct. 2016 Outiz.fr : Data crunching and ETL. Analysis of Xiti Web-log and retro-propagation of the CRM identifier on non-identified visits. Matching of the off-line and on-line customers' behaviour; quantification of the impact of on-line behaviour on off-line puchases (Jaccard Index); Clustering of the customers' base according to their pruchasing behaviour.
Sept. 2016 Antalis : Data crunching, Clustering of the customers base. Predictive model for the profitability of clients. Look-alike model for classifying new clients. Anomaly Detection.
Jul 2016 Codingame (https://www.codingame.com/) : Data crunching and construnction of a predictive model for 30 days retention scores using socio-demographic and on-line behaviour information (RandomForests and CART).
May-Jul 2016 Harmonie Mutuelle (https://www.harmonie-mutuelle.fr/) : data crunching, data reconciliation, data lake preparation, clustering of the client portfolio.
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Writing of communications on specialised publications : Guide du Big data 2016-2017 : Harmonie Mutuelle Vision 720
Assistance in replies to international ITTs (technical expertise, reports writing both in french and english, technical translation from french to english)
UPMC
- Teaching Assistant in Biostatistics
Paris2016 - 2016Responsable de TD (Teaching Assistant) in Biostatistics UE4. First year Medical school Students (PACES)
UPMC
- Teaching Assistant in Biostatistics
Paris2015 - 2015Responsable de TD (Teaching Assistant) in Biostatistics UE4. First year Medical school Students (PACES)
INSERM
- Post-doctoral Researcher
PARIS 132013 - 2016Theoretical and computational development of multi-scale models for studying the spread of infectious deseases, within the HARMSflu Poject.
Expertise in : Computational Epidemiology, Statistical Data Analysis, "Big Data", Complex Systems Modelling, Complex Networks.
ICTP International Centre for Theoretical Physics
- Visiting Scientist
2010 - 2013Visiting Scientist in the condensed matter and statistical physics deparment. Working with Dr. Matteo Marsili
SISSA International School for Advanced Studies
- Junior Researcher
2009 - 2013
Stochastic Adaptive Network models applied to decision making problems in complex environments, with application to social sciences and biology.
Other topics addressed:
- Stochastic Processes
- Scientific Computing and computational physics
- Complex Systems
- Statistical Physics and Critical Phenomena
Formations
SISSA International School For Advanced Studies (Trieste)
Trieste2009 - 2013PhD in Statistical Physics
Thesis Title : " Decision Making in Complex Environments: an adaptive network approach"
Supervisor : Dr. Matteo Marsili
Stochastic Adaptive Network models applied to decision making problems in complex environments, with application to social sciences and biology.
Other topics addressed:
- Stochastic Processes
- Scientific Computing and computational physics
- Complex Systems
- Statistical Ph
Université De Pise (Pise)
Pise2005 - 2009Master of Science
Master of Science in Physics with focus on Theoretical Physics.
Thesis title : "Linear Response Theory for Complex Systems"
Supervisor. Prof. P. Grigolini
Specialisation: Stochastic Processes, Statistical Physics, Complex Systems.
General knowledge: Field Theory, Quantum Physics, Numerical Analysis, Algorithmics, Statistcs, Mathematics, Probability
Université De Pise (Pise)
Pise2002 - 2005Bachelor of Science
Final exam memoir: "Crittografia Quantistica" [Quantim Crypthography]. Advisor Prof. L. Bracci