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Souad ToureST

Souad Toure

Senior Analytics Engineer

€700/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Souad

Looking for a Data Scientist to join your team?
Do you need an expert in Python, R, Power BI, SQL, R Shiny, GCP, dbt, or Databricks?
You've come to the right place.

I hold a Master's degree in Big Data and Business Intelligence.
I have over 5 years of experience in Data Science and Analysis.
I have worked in sectors such as automotive, energy, telecommunications, retail, and public services.

I have had the opportunity to collaborate with various companies, including:
• EY,
• Schneider Electric,
• Renault,
• Free,
• Weldom,
• Intermarché,
• La Poste.

As a Data Scientist / Data Analyst, I can support you in all phases of your data project:

- Data retrieval from various sources (API, SQL database, Scraping, files)
- Data cleaning and transformation to obtain clean data (ETL)
- Creation and maintenance of data aggregation tables for analysis needs
- Analysis and suggestion of KPIs for better business performance monitoring
- Creation of Power BI, R Shiny, and Qlik dashboards
- Support for business teams in using dashboards
- Implementation of Machine Learning algorithms: sales prediction, modeling, classification, and clustering
- Training and upskilling of Data teams

As a data expert, my goal is simple: to fully leverage the potential of your data to drive your company's growth.

How?
I will help you implement proven analytical solutions, inspired by best practices that have demonstrated their effectiveness with major players like Orange, LVMH, Schneider Electric, etc.

Here is a non-exhaustive list:
- Optimize marketing and distribution strategies
- Monitor and analyze market trends
- Improve service quality for customers

Shall we discuss your project?
Contact me directly through the platform.
  • French

    Native or bilingual

  • English

    Conversational

  • German

    Basic

Can work on-site
Paris (up to 50km), Lyon (up to 50km), Lille (up to 50km), Toulouse (up to 50km), Nice (up to 50km)

Experience

  • EDF
    Analytics Engineer
    ENERGY AND UTILITIES
    June 2024 - Today (2 years)
    Puteaux, France
    EDF is the leading electricity producer and supplier in France, operating in a highly competitive energy market with millions of business and individual customers.

    As a Data Consultant within the electricity customer portfolio team, I led the digital transformation of management tools by designing modern data solutions tailored to business needs.

    My responsibilities included:
    - Technical lead and project manager for digital transformation: migrating Excel tools to modern business applications.
    - Development of interactive R Shiny applications and Power BI dashboards.
    - Implementation of a Python scraping system for automated collection of EEX market prices.
    - Design of data processing pipelines on GCP and Databricks.
    - Statistical modeling and Machine Learning to support strategic decisions.
    - Analysis and optimization of existing tools to improve the performance and reliability of processes.

    Technical environment: Databricks, dbt, GCP, Oracle, Power BI, Python, R, R Shiny, SQL.
    Python SQL Google cloud Databricks DBT
  • Intermarché
    Analytics Engineer
    RETAIL (LARGE RETAILERS)
    February 2024 - June 2024 (3 months)
    Bondoufle, France
    Intermarché is a French supermarket chain, representing the historic brand of Les Mousquetaires. With the densest territorial network in French retail, Intermarché is the leading supermarket chain in France. With 1,840 stores, or one store every 17 km, Intermarché has established itself as a key player in the sector, ranking as the 2nd largest independent retailer in the country.

    As a data consultant at EY, within the Supplier Logistics Marketing Performance team, I contributed to solving logistical problems identified by the teams, thus providing concrete solutions to optimize the company's operational performance.

    My responsibilities included:
    • Development of additional features for a penalty management tool.
    • User training for the tool.
    • Optimization of the tool's scripts to handle large volumes of data.
    • Migration of Python and R scripts to PySpark.
    • Correction of Consistency tests to ensure the quality of reporting.
    • Development of a bulk email sending tool.
    • Evolution of a Power BI Dashboard to accommodate new needs.
    • Automation of script execution.

    Technical context: Azure, Databricks, Power Apps, Power Automate, Power BI, PySpark, Python, R, SQL
    Azure Databricks PySpark Python SQL Microsoft Power BI
  • Renault Digital
    Lead Analytics Engineer
    AUTOMOBILE
    June 2023 - February 2024 (8 months)
    Boulogne-Billancourt, France
    Renault, a pillar of the French automotive industry, sold 2,235,000 vehicles worldwide. As the best-selling French brand globally, Renault also ranks second in Europe. With a market share of 25.9%, the Renault brand remains the leader in the French automotive market.

    As a data consultant at EY, within the Marketing Efficiency & Revenue Management team, I was responsible, with the team I led, for the RUN of data used in the dashboard aimed at optimizing marketing spend. The tasks performed were:

    • Leadership of the team in charge of data activities to feed a dashboard used by marketing specialists.
    • Collection, cleaning, control, and quality improvement process for data from 17 countries.
    • Provision of new data to other company projects.
    • Manipulation of large-volume databases (inventory and sales).
    • Development of algorithms and analyses in Alteryx and Python to identify potential gains based on management rules defined in workshops.
    • Development of new data features and writing specifications for the IT team based in France and India.
    • Assistance in creating a Dashboard focused on options selected when purchasing a vehicle.

    Technical context: Alteryx, GCP, dbt, Jira, Python, SQL, PowerBI, Gitlab
    Alteryx GCP Python Microsoft Power BI DBT

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Education

  • Master 2 (M2), Big Data and Business Intelligence
    ESTIAM
    2020
    Master 2 (M2), Big Data et Business Intelligence
  • Bachelor's Degree, Computer Science
    Université Paris Descartes
    2018
    Licence, Informatique

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