Matthieu CANAUD
Data scientist - Statistician: Applied Mathematics and Statistics PhD
41 years old
Driving License
Lyon Area France
Professional Status
Employed
Unavailable
About Me
Sportsman who like data and figures
Consulting in Data Science
BR3 CONSULTANTS
Since September 2015
Lyon
France
- Expert in data science
- Expert in Predictive Analystics solutions: SAP, Factory, R
- Business Intelligence: BO Analytics Cloud, BODS, WebI
- Project Manager
Researcher in Applied Mathematics and Statistics
LICIT, IFSTTAR
June 2012
to May 2015
Part-time
Lyon
France
- 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
Invited Researcher at School of Computing and Communications
Lancaster University
April 2012
to May 2012
Part-time
Lancaster
United Kingdom
- Research topic: Potential of PHD filter for traffic state estimation
Post-doc in Applied Mathematics
LICIT, ENTPE
June 2011
to May 2012
Part-time
Lyon
France
- Integration of Intelligent Transport System (ITS)
- Project managements: QUATTRO, COST TU0702, Co-drive, NEARCTIS
PhD in Applied Mathematics and Statistics
IFP Energies nouvelles
December 2007
to May 2011
Part-time
Lyon
- 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
Trainer at the French Institute of Petroleum
IFP Energies nouvelles
April 2007
to September 2007
Internship
Lyon
- Improvement of algorithm for thermodynamic equilibrium estimation
- Thermodynamic state of art, implementation of numerical methods
- Result comparisons
- Machine learning
- Deep learning
- Text and web mining
- Big Data
- IoT
- OS: Unix, Windows, Linux
- Programming: C/C++, Fortran, Java and Visual Basic, SQL
- Scientific tools: Matlab, Scilab, R, SAS, Statgraph, Visual, Comsol, AMESim, PostgreSQL and Quantum GIS
- Soft: Good skills in Microsoft Office, OpenOffice and Latex
- M.S and B.S students supervision and teaching in ENTPE
-
French: Mother tongue
Expert
-
English: Fluent
Advanced
-
Italian: Fluent
Intermediate
- Stastical analysis of traffic data
- Sensitivity analysis of models
- Data quality and associated metrics
- Kinetic approach for emission estimation
- Data fusion
- Data assimilation porcess fro traffic state estimation: particle filtering, PHD filtering
- Travel Time prediction and reliability
- Dynamic OD matrix estimation
PhD in Applied Mathematics and Statistics
Ecole Nationale Supérieure des mines de Saint-Etienne (ENSM.SE) - Saint-Etienne, France
December 2007
to May 2011
Fellowship from the French Institute of Petroleum
Research topic : Parameter estimation and design of experiments adapted to kinetics problems - Application for depollution of exhaust smoke from the output of engines. Keywords: Functional responses, Design of experiments, Kriging, Non parametric models, Varying coefficient models, Bootstrap, Maximum of entropy
Research topic : Parameter estimation and design of experiments adapted to kinetics problems - Application for depollution of exhaust smoke from the output of engines. Keywords: Functional responses, Design of experiments, Kriging, Non parametric models, Varying coefficient models, Bootstrap, Maximum of entropy
MSc in Applied and Engineering Mathematics
University Claude Bernard Lyon 1 - Lyon, France
September 2005
to September 2007
Master thesis in Statistics, Informatics and Numerical Analysis
BSc in Applied Mathematics and Social Sciences
University Claude Bernard Lyon 1 - Lyon, France
September 2005
- Football, Running, Biking, Climbing, Triathlon, Trail: urban and rural, swimming
- SF, Manga, Heroic fantasy, Historical books
- USA, Canada, Spain, Italy, Switzerland, UK, Netherland, Crete, Hungary, Austria
