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Melanie L.ML

Melanie L.

Supermalter

AI Architect | GenAI | AI Agents | Automation

€750/day
3 projects
Aix-en-Provence, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Melanie

I help companies transform their AI ideas into concrete, useful, and production-deployed solutions.

My role is to bridge the gap between business needs, technical teams, and architectural choices. I am involved in AI strategy, solution design, deployment, and industrialization.

I pay particular attention to an often-overlooked subject: cost management. An AI solution must be performant, but also simple to maintain and economically viable.

What I can help you with:

✔ Define an AI strategy and identify the right use cases

✔ Design AI architectures (RAG, AI agents, workflows)

✔ Deploy generative AI solutions into production, and provide the tools to maintain them

✔ Automate processes with n8n, for example

✔ Support teams in AI adoption

✔ Optimize costs related to LLMs and infrastructure

I don't aim to put AI everywhere. My goal is to design solutions that meet a real need, are adopted by teams, and remain easy to evolve.

I enjoy working closely with both business and development teams, with a pragmatic and collaborative approach.
  • French

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

Can work on-site
Aix-en-Provence (up to 50km), Paris (up to 10km)

Experience

  • NAOS
    Malt logoOn Malt
    AI Vision & ROI
    FASHION AND COSMETICS
    November 2025 - December 2025 (1 month)
    Aix-en-Provence, France
    Implementation of an artificial intelligence tool to reconcile sell-out data with a product repository, using semantic analysis and language models (LLM).
    This project served as the foundation for defining, in collaboration with architects, the future target architecture to support and industrialize upcoming AI projects.
    Python AI and Advanced Analytics Snowflake LLM Data Science
  • NAOS
    Malt logoOn Malt
    Data Matching Tools - October/November 2025
    FASHION AND COSMETICS
    October 2025 - November 2025 (1 month)
    Aix-en-Provence, France
    Scoping of a matching project between sell-out data and the product repository: requirements gathering, analysis of incoming data, and definition of the functional and technical framework for the model.
    Python Snowflake Project Scoping Data Science
  • AIRBUS HELICOPTER
    Senior Data Engineer - Operational Performance
    AVIATION AND AEROSPACE
    March 2023 - January 2025 (1 year and 10 months)
    Marignane, France
    I participated in a strategic project within Airbus Helicopters aimed at standardizing, automating, and ensuring the reliability of performance indicators (KPIs) used in the group's highest decision-making committees.

    Project Objective:
    The main objective was to build a common repository of approximately 200 strategic indicators, shared across Airbus's different production units. This involved ensuring a consistent calculation methodology, reliable data quality, and comparability between entities, while meeting monthly trend and annual objective requirements for each KPI.

    Role Played:
    - Definition of KPIs in direct collaboration with operational business units
    - Identification and extraction of source data in a complex environment
    - Implementation of calculation rules and indicator refresh frequency
    - Monitoring of evolution requests and change management support for users
    - Implementation of security rules to ensure data confidentiality according to access levels

    Results Achieved:
    - Standardization of indicator calculation methods across Airbus units
    - Transition from a manual, scattered, and error-prone process to an automated and centralized system
    - Over 200 strategic KPIs developed, now used by hundreds of employees, up to the highest levels of management
    - Improved reliability, transparency, and responsiveness in industrial activity management
    - Successful adoption of new digital tools by business teams
    PySpark Palantir Foundry SAP BW Data Analysis

Reviews

5.0

Out of 1 rating

J

Jonathan

Head of Data & AI - NAOS

Several weeks project

-

Reviewed on 1/7/2026

Very good command of technical and organizational challenges, structured and results-oriented approach. Quick and efficient onboarding through a Data Matching Tool project. I recommend without hesitation.

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Education

  • PREPARATORY CLASS and ENGINEERING DEGREE
    Polytech Lyon.
    2017
    CLASSE PRÉPARATOIRE et CURSUS INGÉNIEUR
  • DEVELOPER TRAINING
    MICOSTRATEGY
    2019
    FORMATION DÉVELOPPEUR

Skill set

Categories