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Matthieu CANAUD

Data scientist - Statistician: Applied Mathematics and Statistics PhD

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Matthieu CANAUD
41 years old
Driving License
Lyon Area France
Contact me
Professional Status
Employed
Unavailable
About Me
Sportsman who like data and figures
Resume created on DoYouBuzz
Experiences
  • Expert in data science
  • Expert in Predictive Analystics solutions: SAP, Factory, R
  • Business Intelligence: BO Analytics Cloud, BODS, WebI
  • Project Manager
Detailed Description
  • Deploiement of automatic predictive solution in retail production
  • Attrition model in insurance company
  • Data analysis and visualisations
  • Estimation and prediction of traffic metrics: travel time stimation, data and information quality metrics, multisensors data fusion
  • Stochatstics modelisation of traffic: Kalman and Particle filter, Sequential Monte-Carlo
  • Sensitivity analysis of travel time! experimental design, analysis of variance
  • Lecturer in ENTPE: Statistical data collection and use for transport, traffic data issues for ITS applications
  • International project management: ECOSTAND, QUATTRO, NEARCTIS, COST Action TU0702, SATIE, OPTIMUM, Probe Data Working Group
  • National project management: ISpace&Time, Co-drive, Melodic
  • Development of a numerical platform for data fusion : ARCHIPEL and INTRALYS
  • Research topic: Potential of PHD filter for traffic state estimation
  • Integration of Intelligent Transport System (ITS)
  • Project managements: QUATTRO, COST TU0702, Co-drive, NEARCTIS
  • Parameter estimation and design of experiments adapted to kinetics problems - Application for depollution of exhaust smoke from the output of engines
  • Applied mathematics departement of IFP Energies nouvelles
  • Project management: developing a methodology of experimental design
  • Determination and monitoring of experiments to be performed on a diesel emission control system
  • Connection between the various actors in the project: chemists, mathematicians and academics
  • Attending conferences and valorisation of works
  • Functional responses, Design of experiments, Kriging, Non parametric models, Varying coefficient models, Bootstrap, Maximum of entropy
  • Improvement of algorithm for thermodynamic equilibrium estimation
  • Thermodynamic state of art, implementation of numerical methods
  • Result comparisons
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Resume created on DoYouBuzz