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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,
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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,
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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,
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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
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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
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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
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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
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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
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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
