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Idriss Alaoui AminiIA

Idriss Alaoui Amini

Data Scientist

€700/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Idriss

I am an expert in Python and especially in the data science and scientific programming stack. I have worked in several sectors including industrial data, sensor data, marketing, and logistics, and most recently insurance.

I have two master's degrees in statistics and applied mathematics for science and industry (specializing in AI and data) (from the University of Grenoble-Alpes and ENSIMAG).

I have touched upon several areas of scientific programming, from data science to quantum computing, including reinforcement learning and web development. I can help you bring your project to fruition, from modeling to the implementation of your solution in production.

I am demanding and rigorous in the work to be done, and I naturally expect the same from clients. You consult me for my technical expertise, so it is both my lines of code and my advice that I charge for.
  • French

    Native or bilingual

  • English

    Fluent

  • Arabic

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • AXA Group Operations
    Data Engineer
    BANKING AND INSURANCE
    January 2026 - March 2026 (2 months)
    Paris 17 Batignolles-Monceau, France
    Refactoring of the FSADA file system analysis pipeline for AXA, migrating the main data processing from SQLite to Apache Parquet to improve performance and scalability.

    - Migration of the 5-step ETL pipeline to Polars/Parquet, achieving a 10x performance improvement and a 93% storage reduction (3.7 GB → 357 MB for 10 million files).
    - Rewriting the rule evaluation engine supporting complex boolean logic, regular expressions, and multi-field conditions.
    - Implementation of a complete pytest suite from scratch (88 tests, 60% coverage) with validation by a reference dataset.
    - Fixing critical bugs in size analysis and extension matching; modernizing the codebase while maintaining backward compatibility.

    Technologies: Python, Polars, Pandas, Apache Parquet, pytest, openpyxl, multiprocessing, Git
    Python Polars Apache Parquet Multiprocessing GitHub
  • Eviden
    Quantum Computing Developer
    TECH
    September 2024 - September 2025 (1 year)
    Paris, France
    Python developer within the quantum team at Eviden. We are working on a quantum computing software suite. The product allows working on quantum machine emulators as well as hybrid simulation algorithms (classical + quantum). The product is a significant software suite requiring great rigor in development and a sustained pace of updates:
    - Implementation and maintenance of algorithms, development of distributed versions adapted to high-performance computing for simulators.
    - Code maintenance, unit tests
    - Generation of documentation
    Python Slurm quantum computing qiskit Jenkins/Sonar
  • Enerka Conseil
    Lead Developer
    ENERGY AND UTILITIES
    November 2023 - April 2024 (5 months)
    Grenoble, France
    Enerka is a consulting firm specializing in hydrogen.

    To leverage data and make analysts' work even easier, it was decided to create an application to group data into databases for updating and commercialization. The mission tasks are as follows:
    - Management of a team of two developers (apprentices)

    - Creation of a project and application with Django
    - Development of database models
    - Implementation of unit and functional tests
    - Use of GitHub Actions for continuous integration
    - Reflection on the valorization and visualization of hydrogen projects at the French level
    Django Python GitHub Github Actions Data visualization

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Education

  • Master of Science
    Université Grenoble Alpes
    2022
    Master of Science - MS, Applied and Industrial Mathematics (MSIAM)
  • Master of Statistics in Data Science
    Université Grenoble Alpes
    2017

Skill set

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