Giancarlo DE LUCA

En résumé

Entreprises

• Ysance - Data Scientist

  Paris 2016 - maintenant Data 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

  Paris 2016 - 2016 Responsable de TD (Teaching Assistant) in Biostatistics UE4. First year Medical school Students (PACES)

• UPMC - Teaching Assistant in Biostatistics

  Paris 2015 - 2015 Responsable de TD (Teaching Assistant) in Biostatistics UE4. First year Medical school Students (PACES)

• INSERM - Post-doctoral Researcher

  PARIS 13 2013 - 2016 Theoretical 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 - 2013 Visiting 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)

  Trieste 2009 - 2013 PhD 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)

  Pise 2005 - 2009 Master 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)

  Pise 2002 - 2005 Bachelor of Science
  
  Final exam memoir: "Crittografia Quantistica" [Quantim Crypthography]. Advisor Prof. L. Bracci
  
  General Physics Curriculum

Réseau

• Alexandra GIRARD

• Andrea CASTELLANO

• Céline LARIETTE

• Damien LUCIANI

• Elodie FRANGEIN

• France PERRIN

• Ginette RIMBERT

• Mario VAUDANO

• Ulysse Vital NANGBE

• Yann THOMINE-DESMAZURES