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Maxime PerezMP

Maxime Perez

MLOps Engineer GCP | ML & GenAI Industrialization

€600/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Maxime

🚀 What I do

I help companies reliably and scalably put AI systems (ML & GenAI) into production on Google Cloud Platform.

Specializing in MLOps and industrialization, I work across the entire chain:

• Scalable ML & data architectures
• Production deployment of ML & LLM models (Vertex AI)
• Industrialized training / inference pipelines
• CI/CD, containerization, and deployment
• Monitoring, reliability, and optimization

👉 Hands-on experience: ML pipelines in production, GenAI systems (automated translation, agents), large enterprise environments.
  • French

    Native or bilingual

  • English

    Native or bilingual

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

Experience

  • Arturia
    Gen AI Engineer
    December 2025 - March 2026 (3 months)
    Levallois-Perret, France
    Industrialization of an end-to-end GenAI translation platform

    • Integration of Adaptive Translation + glossaries + example database with continuous quality improvement.
    • Development of an automated quality check agent (structure + linguistics + TQI scoring).
    • Creation of an operational web application

    **Environment**: GCS, Cloud Functions, Adaptive Translation, Gemini
    Google Cloud Functions Google Cloud Storage Gemini
  • Virbac
    Gen AI Engineer
    PHARMACEUTICALS INDUSTRY
    November 2025 - December 2025 (1 month)
    Levallois-Perret, France
    Development of an agent-based solution for automated extraction of medical terminology from multilingual documents.

    • Implementation of ADK agents comparing source/target documents to identify terminological pairs.
    • Structuring of a multilingual glossary usable by translation systems.

    **Environment**: ADK, Gemini

    ---

    Evaluation and iteration of GenAI architectures for scalable e-learning content production.

    • Design of an initial architecture based on video generation (Veo3 + TTS) and critical analysis of pedagogical limitations.
    • Redesign towards a structured slide-based approach (LLM + visual generation + TTS + video assembly).
    • Automatic breakdown of the course into sections to improve readability and retention.
    • Qualitative analysis of results (pedagogical quality, coherence, pacing, content depth).
    • Identification of industrialization avenues: TTS improvement, visual enrichment, addition of specialized agents, quiz generation, scalable architecture on GCP.

    **Environment**: ADK, Gemini, Veo3, Chirp3
    Google ADK Gemini
  • Louis Vuitton
    Data Engineer
    LUXURY GOODS
    January 2025 - October 2025 (9 months)
    Paris, France
    Contribution to the migration and reconstruction of the global data platform on Alibaba Cloud to ensure compliance with PIPL regulations.

    • Reproduction of data models and prioritization of critical tables.
    • Implementation of ETL flows on MaxCompute.
    • Controlled synchronization of non-sensitive data between Europe and China via Fivetran.

    **Environment**: Alibaba Cloud, Fivetran

    ---

    Development and evolution of data pipelines to meet the analytical needs of global HR teams.
    • Design of dbt models and ETL pipelines on BigQuery.
    • Implementation of Airflow pipelines for GCS → BigQuery ingestion.
    • Schema evolution and optimization of Fivetran connectors.

    **Environment**: DBT, Airflow
    DBT Big Query Airflow Fivetran

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Education

  • Master in Artificial Intelligence & Big Data
    ESGI
    2022
  • Bachelor in 3D & Video Games
    ESGI
    2020

Certifications

Skill set

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