Ibrahima - Data Scientist DATA C++ BIG DATA DEVOPS

Ref : 220317C001
Email vérifié
Photo d'Ibrahima, Data Scientist DATA C++ BIG DATA DEVOPS
Compétences
Expériences professionnelles
  • EXPERIENCE & NOTABLE CONTRIBUTIONS

    DEVOTEAM  Lyon, France  2018 – Present
    BIG DATA AND MACHINE LEARNING TECHNICAL LEADER
    KEY ACCOMPLISHMENTS:
     Design and development of a real time data gathering application.
     Development of real time supervision application.
     Architecture, design, and development of machine learning platform based on forecasting methods.
    Technical Environment: Data Science, Big Data, Linux, Windows, Scrum, Scikit learn, Kafka, Hadoop, Elastic Search,
    Grafana, Tomcat, Jenkins, Ansible, Maven, Git , Spring Boot, Java, Python, Shell.

    IPC – Innovation Plasturgie et Composite  Oyonnax, France  2012 – 2018
    SCIENTIFIC COMPUTING PROJECT MANAGER
    KEY ACCOMPLISHMENTS:
     Design of library for the development of pre-design tools and assistance to the simulation of forming processes for plastic and composite parts.
     Management of a collaborative project (with 3 other partners) to develop a collaborative costing tool for the plastic industry.
     Design and development of a product-process modeling platform for the plastic industry.
     Design and development of an expert system for smart product design in plastic industry
     Architecture, design, and development of a predictive tool to estimate the cooling time of a plastic part
     Architecture, design, and development of a predictive tool to estimate flow and pressure drop in a hydraulic network
    Technical Environment: Scientific Computing, Numerical Analysis, Linux, Windows, Eclipse (RCP, SWT/Jface, EMF, GMF, CDO, Acceleo), Sirius, Java, C++, Python, Shell, Cmake, Maven, Git, CVS

    SYSFERA  Villeurbanne, France  2010– 2012
    R&D ENGINEER
    KEY ACCOMPLISHMENTS:
     Developed a Distributed Interactive Engineering Toolbox for Client-Server Applications in a Grid Environment.
     Developed a solution for the management of complex applications that can be executed on federated hybrid HPC environments, from clusters to Clouds.
     Architecture and detailed design a remote file management module
     Design and developed a command line interface for distributed solution.
     Development of unit and functional tests for computing resources management module
     Designed and developed a distributed solution in weather calculations
     Setting up of a continuous integration server
     Design and developed an advanced management tool for dynamic libraries
     Design and developed an advanced management tool for application configuration
    Technical Environment: Linux, Mac OS, Astah (UML), Eclipse (EMF) C, C++, Java, Python, Shell, Corba, Boost, Cmake, Swig, Postgresql, MySQL, Jenkins , Git, Svn, Tomcat, web services Batch Scheduler: PBS, OAR, and SLURM

    University of Lyon 1  Lyon, France  2008 – 2010
    Assistant lecturer
     Vector analysis.
     Scientific Computing tools.
     Numerical methods.
     Software Engineering

    University of Paris Nord  Lyon, France  2005 – 2008
    Research fellow
     Mathematics lectures.
     Algebra and Analysis

Études et formations
  • Areas of Expertise include:

    Object-Oriented Design
    Functional Programming
    Microservices Development
    Web Services Development
    Graphical User Interface Development
    Big Data
    Cloud Computing
    Distributed Systems
    Stream Processing
    High Performance Computing
    Data Science/Machine

    Learning
    Numerical Simulation
    Partial Differential Equations
    Domains Decomposition

    Methods
    Finite Elements Methods

    TECHNICAL SKILLS
    OS: Dos, Windows, Linux, Solaris, Macintosh
    Languages: C, Fortran, Caml, C++, Java, Python
    Libraries: Qt, STL, Boost, Spring Boot, Scikit Learn
    Databases: Postgresql, Mysql, Elastic Search, Mongo Db
    Math Tools: M.P.I, Open MP, Matlab, Maple
    Miscellaneous: LATEX, Ansible, Git, Jenkins, Corba

    EDUCATION

    MSc Numerical analysis
    University Pierre and Marie Curie | Paris, France | 2005

    MSc Applied Mathematics and Scientific Computing
    Institute Galilee (University Paris Nord)| Paris, France | 2005

    BSc Mathematics and Computer Science
    Institute Galilee (University Paris Nord)| Paris, France | 2005

    PhD Applied Mathematic
    Institute Galilee (University Paris Nord)| Paris, France | 2006 – 2009
    Thesis: Domain decomposition methods for heterogeneous structures
    Doctoral advisors: Laurence Halpern and Jean Jacques Marigo
    Key words: Heterogeneous media, asymptotic methods, Schwarz algorithm,
    Optimized interface conditions

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