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Giancarlo DE LUCA

Paris

En résumé

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

    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

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