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Akram ToumaniAT

Akram Toumani

Data Scientist

On-demand
Marseille, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Akram

Trainer in Machine Learning and Deep Learning at La Plateforme Marseille, I support companies and learners in understanding, implementing, and governing real-impact artificial intelligence solutions.
My background combines technical expertise, pedagogical experience, and product vision, which I now use for innovative projects in conversational AI and augmented content generation.

I am the founder of Sophia, an ethical conversational AI capable of understanding the user's emotional and professional context, as well as the Usine IA project, a scalable architecture of specialized intelligent agents (health, education, coaching, HR…).
These projects explore advanced approaches like RAG (Retrieval-Augmented Generation), language model fine-tuning, and the design of contextualized conversational protocols, combining technical performance and human alignment.

In parallel, I work as an AI trainer and consultant, helping organizations to:

Build and deploy ML/DL models (classification, NLP, vision, recommendation)

Understand modern generative AI architectures (LLMs, embeddings, RAG, LangChain)

Implement MLOps pipelines (Git, CI/CD, Docker, MLflow, FastAPI API)

Structure responsible AI governance: transparency, traceability, model explainability
  • English

    Fluent

  • French

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • LA palteforme marseille
    Machine Learning & Deep Learning Trainer – Plateforme Marseille
    January 2025 - Today (1 year and 5 months)
    Marseille, France
    Training and coaching professionals and students in the fundamentals and advanced applications of AI: modeling, language processing, computer vision, and MLOps.
    Development of concrete projects and workshops on responsible and explainable AI.

    Keywords: Pedagogy · Python · TensorFlow · PyTorch · NLP · Computer Vision · AI Ethics · Knowledge Transfer
    Generative AI Chatbot ETL Python
  • DEEPTODATA
    Founder – Sophia & Usine IA (in development) – Ethical and Contextual Conversational AI
    January 2024 - Today (2 years and 5 months)
    Creation and management of an applied R&D project aimed at designing a platform of conversational assistants augmented by human, emotional, and professional context.
    Development of the Usine IA concept, an industrialization model for specialized conversational agents (health, education, coaching, HR…) based on RAG architectures, vector databases, and advanced conversational protocols.

    Key achievements:

    Design of the Sophia protocol, a contextual and non-therapeutic conversational framework, co-developed with a mental coach.

    Structuring of a responsible AI framework balancing technical performance and emotional understanding.

    Exploration of RAG models and ethical fine-tuning for optimal human-machine alignment.

    Management of an AI innovation ecosystem around Sophia: testing, partnerships, monitoring, product validation.

    Skills:
    Generative AI · Machine Learning · Deep Learning · RAG · Product Design · Ethical AI Governance · Venture Building · Leadership · Strategic Communication
    Deep Learning Neural Networks Python AI Chatbot Artificial Intelligence
  • UNIVERSITÉ AIX-MARSEILLE
    DATA SCIENTIST
    May 2022 - May 2024 (2 years)
    Design and execution of applied research projects in data science (CNRS, Research and Development Laboratory, HPM, etc.). Creation of big data pipelines (Python, SQL, PySpark). Training staff in data analysis and processing. Implementation of AI models (regression, classification, etc.) on real data.

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Education

  • Baccalauréat S, sciences
    MBM High School
    Baccalauréat S, sciences
  • Master 2 (M2), Mathematics
    Université Clermont Auvergne
    2020
    Master 2 (M2), Mathématiques

Skill set (24)

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