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Ghina DandachiGD

Ghina Dandachi

AI Engineer

€400/day
Rennes, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Ghina

Hello, my name is Ghina Dandachi, I am an Artificial Intelligence Research Engineer specializing in Python, deep learning, and language models (LLMs).

I worked at INRIA Rennes as a research engineer, where I developed and experimented with LLM-based solutions, particularly using tools like Open WebUI, Docker, and Ollama. I also worked on IoT network virtualization and automation projects, where I designed intelligence approaches based on reinforcement learning and bandits, with implementations in Python and PyTorch.
Previously, I contributed to applied deep learning research projects for 5G network slicing, notably at CEA-LETI, which allowed me to develop a strong ability to transition from theoretical research to concrete solutions.

My expertise primarily covers Python development for AI, deep learning, LLMs, as well as algorithm modeling and optimization. I also have solid experience in experimentation and scientific publication in demanding environments.
I am recognized for my analytical skills, my ability to solve complex problems, and my autonomy, which have enabled me to lead several research projects to publication in international journals and conferences.

Today, I wish to evolve towards a Python AI Engineer position, ideally in an environment where I can work on concrete, high-impact use cases. Your opportunity particularly interests me because it aligns with my expertise in AI development and my desire to leverage my Python skills on applied projects.

I would be delighted to discuss with you to explain in more detail how I could contribute to your team.
  • Arabic

    Native or bilingual

  • English

    Fluent

  • French

    Fluent

  • Spanish

    Conversational

Can work on-site
Rennes (up to 10km)

Experience

  • INRIA
    Research Engineer
    January 2024 - January 2025 (1 year)
    Rennes, France
    Implementation of a function search feature using Large Language Models (LLMs) in Python. Consists of finding solutions to mathematical problems using artificial intelligence.
    Python LLM algorithms-and-data-structures Pytorch cloud-integration
  • INRIA
    Research Engineer
    January 2021 - January 2024 (3 years)
    Rennes, France
    Virtualization and automation of IoT access networks.
    Skills acquired: IoT models, bandit-based intelligence, C++ and NS3 skill enhancement, Python AI (PyTorch),
    RAN slicing.
    Deep Learning applied to network slice integration. acquired for IoT services, slicing.
    Virtualization Python Pytorch cloud-platforms-and-infrastructure Docker
  • INRIA
    Research Engineer
    January 2020 - January 2021 (1 year)
    Rennes, France
    Research project on network slicing in 5G networks. Using artificial intelligence techniques in Python to find an optimal match between requested network resources and available resources.
    Python infra-as-code cloud-platforms-and-infrastructure cloud-integration algorithms-and-data-structures

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Education

  • Training in artificial intelligence
    2020
    Formation en intelligence artificielle
  • PhD in telecommunications
    Télécom SudParis.
    2017
    Doctorat en télécommunications

Skill set

Categories