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Maxime CaïtucoliMC

Maxime Caïtucoli

ML Engineer - AWS Certified MLA

€750/day
Bordeaux, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Maxime

ML Engineer since 2019, I support you in your Data/AI projects. From data extraction to the production deployment of predictive models (ML/LLM), let's build together the AI processes that fit your organization.

I have a perfect command of Python and its associated ML libraries, as well as the issues related to the model lifecycle. Concerned about the quality of my code, I manage my projects with an MLOps approach: Unit Tests, Dependency Management (Poetry), CI/CD, Git versioning, Docker Containers, Experiment Tracking, Feature Store, Model Registry (MLflow, Snowflake), Monitoring, Cloud Deployment (AWS, GCP...).

Specializing in the renewable energy and environment sectors, I have worked for major industrial groups in France and internationally.

Naturally curious, I have a keen interest in knowledge sharing, confronting ideas, and teaching MLOps concepts. Transmitting expertise and training teams are an integral part of my way of working: I like to create an environment where everyone can learn, grow, and thrive.
  • French

    Native or bilingual

  • English

    Fluent

Remote only
Primarily works remotely

Experience

  • EDF
    MLOps Engineer
    ENERGY AND UTILITIES
    September 2025 - Today (9 months)
    33700 Mérignac, France
    • Transformation of document processing pipelines.
    • Migration of document database from Kendra to Opensearch.
    • Industrialization of high-level AI services Textract and Comprehend.
    • Backend development on various services in Python for a microservices architecture: Terraform for Lambda, Step Function, Event Bridge, DynamoDB, S3, SNS, SQS.
    Terraform Python DevOps AWS MLOps
  • Believe
    MLOps Engineer
    ENTERTAINMENT AND LEISURE
    September 2023 - September 2025 (2 years)
    Bordeaux, France
    • Implementation of MLOps and LLMOps processes within the DS team.
    • Creation of an MLflow server deployed on AWS.
    • Development of a library and a cookiecutter to industrialize the creation and deployment of ML and LLM models.
    • Creation of CI/CD enabling the deployment of ML/LLM models.
    • Refactoring and migration of Legacy models to the new MLOps paradigm.
    • Writing and dissemination of good code practices.
    • Implementation of team training rituals on best practices.
    • Development of a Data application in Streamlit in Snowflake.
    • Development of the associated prediction module deployed on AWS Lambda.
    Amazon Web Services MLflow CI/CD MLOps Snowflake
  • RobotHood
    Data Scientist
    PRIVATE EQUITY
    January 2023 - September 2023 (8 months)
    Bordeaux, France
    • Creation of a robot that scans signals and market conditions in real-time.
    • Documented, formatted, and tested code.
    • Deployment with Docker on Raspberry Pi.
    • CI/CD with GitHub Actions.
    • Writing logs and creating a Dash Dashboard for monitoring.
    • Creation and maintenance of a small database.
    • API requesting this database.
    Python CI/CD Git Docker Data Science

Recommendations

FU
Matthieu DesseMD
FU
+2
Former user and 4 other people have recommended Maxime

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Education

  • Generalist Engineering Degree - Specializing in Data Science in the Energy Sector
    IMT Mines Albi
    2019
    Diplôme d'ingénieur généraliste - Spécialisé en Data Science dans le secteur de l'Energie
  • CPGE PCSI/PC
    Lycée Paul Cézanne
    2015
    CPGE PCSI/PC*

Skill set

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