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Mounir BENAIJA

PARIS

En résumé

Data Scientist with strong computer science and Big Data background and several years of experience using Business intelligence techniques, high scale data processing, Big data and data matching algorithms to solve challenging business problems.

Mes compétences :
dashboards management
academic skills
Data Mining
Python Programming
DevOps
Apache Cassandra
Oozie
Apache Hive
Big Data
Data Architecture
Data Processing
Elasticsearch
Git
Hadoop
Jenkins
Kibana
ML Lib Spark
MangoDB
Oracle 12c
Oracle PL/SQL
SAS System > SAS Statistical Package
SQL
Business Intelligence
Mercury Quality Center
Pre sales
Post Sales
Oracle
Oracle 11i
Oracle 2000
Oracle 6
Oracle 7
Oracle 8
Oracle 9
Agile Methodology
ArcGIS
MEGA
Microsoft Office
Microsoft Windows
Oracle CRM
Scrum Methodology
Microsoft SQL Server
Java
AngularJS
Apache HBase
Apache Kafka
Artificial Intelligence
Cloudera
Deep Learning
Docker
Ionic
Machine Learning
Nagios
Neural Networks
Power BI
Scala
Selenium
Server SQL
Spark
Tableau
UNIX
YARN

Entreprises

  • University of Reims Champagne-Ardenne - Master’s Project in AI

    2019 - maintenant Project: " Deep learning and SMA applied to the segmentation of medical images "

    - Setting up Machine learning technologies: Tensor Flow, Python, R
    - Designing and implementing AI statistical algorithms and SMA Models and simulation
    - Performing web services in Java with the Eclipse tool,
  • AS networks - Big Data and Data Analysis Consultant

    2014 - 2019 Datamining Tasks:
    - Classifying customer’s usage and behaviour.
    - Setting up predictive model calculating churn scores
    Tools used : Spark , Cassandra, Oozie , Python, ML Lib Spark , GIT, Jenkins , docker, Pyspark

    Marketing campaigns industrialisation (Fast Data)
    - Targeting customers with the promotional plan according to marketing insights.
    - Implementing a Real-time Data architecture using Spark, YARN and Spark Streaming.
    - Automating data indexation and dashboard feeds with Apache Oozie
    - Setting up a dynamic assignment of promotions to the end customer.
    Tools used: Spark , YARN, Mangodb , Python, Oozie , Spark Streaming

    Setting up Big Data platform
    - Designing and implementing the Datalake
    - Collecting, cleaning and integrating of relevant data from different sources (CDR, IN, CRM, Ticketing ..) using Hadoop / Talend .
    - Conducting Data processing and aggregation as needed (visualization by type)
    - Designing and implementing Clusters and dashboards management.
    Tools used : Talend , Hortonworks, Hive, Hadoop, Spark , YARN, ElasticSearch, Kibana, Scoop

    Business Analysis Tasks
    - Extracting and compiling the data needed to perform Business cases and strategies for marketing, Trade and loyalty programs.
    - Supporting market leaders during the design, segmentation and pricing of new offers and promotions
    Tools Used : Oracle 12c, SAS, SQL, PLSQL,
  • AS networks - Consultant Big Data and Data Analysis

    2014 - 2019 Datamining Tasks:
    - Classifying customer's usage and behaviour.
    - Setting up predictive model calculating churn scores (Python, Devops )
    Tools used : Spark , Cassandra, Oozie , Python, ML Lib Spark , GIT, Jenkins , docker, Pyspark

    Marketing campaigns industrialisation (Fast Data)
    - Targeting customers with the promotional plan according to marketing insights.
    - Implementing a Real-time Data architecture using Spark, YARN and Spark Streaming.
    - Automating data indexation and dashboard feeds with Apache Oozie
    - Setting up a dynamic assignment of promotions to the end customer.
    Tools used: Spark , YARN, Mangodb , Python, Oozie , Spark Streaming

    Setting up Big Data platform
    - Designing and implementing the Datalake
    - Collecting, cleaning and integrating of relevant data from different sources (CDR, IN, CRM, Ticketing ..) using Hadoop / Talend .
    - Conducting Data processing and aggregation as needed (visualization by type)
    - Designing and implementing Clusters and dashboards management.
    Tools used : Talend , Hortonworks, Hive, Hadoop, Spark , YARN, ElasticSearch, Kibana, Scoop

    Business Analysis Tasks
    - Extracting and compiling the data needed to perform Business cases and strategies for marketing, Trade and loyalty programs.
    - Supporting market leaders during the design, segmentation and pricing of new offers and promotions
    Tools Used : Oracle 12c, SAS, SQL, PLSQL,
  • Inwi - Head of Research and Product Development

    Casablanca 2006 - 2014 BI and Market Analysis Responsibilities:
    o Conducting Market research: Benchmarks, Financial analysis BP, RoI ...
    o Analysing costs and making tailor -made pricing offers.
    o Performing and implementing the geo-marketing eligibility tool.

    IT product development Tasks :
    o Studying the implementation of new products on the IS and IN.
    o Conducting functional and technical tests ( using Mercury Quality Center)
    o Making the procedures and customer's journeys (Pre-sales, sales and After-sales)
    o Performing and following-up the Roadmap of product evolutions.

    Tools used : Oracle PeopleSoft CRM, Highdeal , BSCS, NGIN, Agile Methods , SCRUM, PMP , MS Office, MEGA, Arcgis
  • Inwi - Head of Research and Product Development

    Casablanca 2006 - 2014 BI and Market Analysis Responsibilities:
    o Conducting Market research: Benchmarks, Financial analysis BP, RoI …
    o Analysing costs and making tailor -made pricing offers.
    o Performing and implementing the geo-marketing eligibility tool.

    IT product development Tasks :
    o Studying the implementation of new products on the IS and IN.
    o Conducting functional and technical tests ( using Mercury Quality Center)
    o Making the procedures and customer's journeys (Pre-sales, sales and After-sales)
    o Performing and following-up the Roadmap of product evolutions.

    Tools used : Oracle PeopleSoft CRM, Highdeal , BSCS, NGIN, Agile Methods , SCRUM, PMP , MS Office, MEGA, Arcgis
  • Maroc Telecom - Research and BI officer

    Rabat 2004 - 2006 Tasks :
    o Setting up the customer satisfaction barometer
    o Conducting statistical studies on Corporate Customer's Data Base
    o Launching qualitative studies ( QoS survey , mystery shopper ...)
    o Creating and updating the corporate marketing dashboard
    Tools used : Proscan, Oracle, SQL Server
  • Maroc Telecom - Research and BI officer

    Rabat 2004 - 2006 Tasks :
    o Setting up the customer satisfaction barometer
    o Conducting statistical studies on Corporate Customer’s Data Base
    o Launching qualitative studies ( QoS survey , mystery shopper ...)
    o Creating and updating the corporate marketing dashboard
    Tools used : Proscan, Oracle, SQL Server
  • Atos - INFORMATION SYSTEM ENGINEER

    Bezons 2003 - 2004 Responsibility :
    Providing support for the Information System of Maroc Telecom's mobile division.

    Tools used : BSCS, Oracle, JAVA, PLSQL
  • Atos - Information System Engineer

    Bezons 2003 - 2004 Responsibility :
    Providing support for the Information System of Maroc Telecom's mobile division.

    Tools used : BSCS, Oracle, JAVA, PLSQL

Formations

  • University Of REIMS

    Reims 2019 - 2020 Masters Degree

    Project: " Deep learning and SMA applied to the segmentation of medical images "
    - Setting up Machine learning technologies: Tensor Flow, Python, R
    - Designing and implementing AI statistical algorithms and SMA Models and simulation
    - Performing web services in Java with the Eclipse tool,
  • URCA, Université De Reims Champagne-Ardenne

    Reims 2019 - 2020 Master's degree
  • Université Reims Champagne Ardenne

    Reims 2019 - 2020 Masters Degree

    : Computer Science Master's degree in Artificial Intelligence at the University of Reims
  • TELECOM ParisTech

    Paris 2017 - 2017 MOOC
  • INPT :Institut National Des Postes Et Télécommunications (Rabat - Madinat El Irfane -)

    Rabat - Madinat El Irfane - 2000 - 2003 Engineer's degree
  • INPT :Institut National Des Postes Et Télécommunications (Rabat - Madinat El Irfane -)

    Rabat - Madinat El Irfane - 2000 - 2003 Diploma of Engineer
  • Cpge (Tanger)

    Tanger 1998 - 2000 Preparatory classes MP

Réseau

Pas de contact professionnel