AI Engineer Specialist

Transforming your data into intelligent value

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About Me

Antonin Point

I am a dedicated AI Engineer with specialized expertise in Machine Learning, Deep Learning, and Natural Language Processing. My professional focus centers on developing intelligent systems that address complex real-world challenges through innovative technological solutions.

Following completion of my scientific baccalaureate, I undertook rigorous preparatory studies (Math Sup/Spé) at Lycée Thiers (Marseille) before gaining admission to ENSIMAG, where I specialized in Computer Science and Data Science through the prestigious MSIAM double degree program.

With a comprehensive foundation in computer science and extensive practical experience, I focus on architecting and deploying scalable AI solutions, managing the complete development lifecycle from conceptualization through production implementation.

Recently, I have been focusing on creating LLM-based apps via Agentic AI.



Apart from my insatiable interest in new technologies, my other hobbies are the following :

  • Sport : I actively engage in various sports including volleyball, basketball, handball, and tennis to maintain peak performance.
  • Outdoor Exploration : I'm passionate about hiking and discovering breathtaking landscapes that fuel my creativity.
  • Music : I am a Rock and classical enthusiast who finds balance through piano performance during downtime.
  • Cooking : I craft memorable dining experiences for friends and family, believing the best moments happen when shared.
  • Strategic Gaming : Lifelong board game strategist with expertise in 7 Wonders and Risk - great training for analytical thinking!
  • Reading : I gravitate toward reality-based thrillers that challenge perspective and enhance critical thinking skills.
  • Ambition never gets old
    Louis XVIII

    Experience

    AI Research Scientist - National Institute of Informatics

    April 2025 - Present

    Led the development of a new meta-labeling framework aiming at enhancing LLMs forecasting capabilities for Time Series.

    As part of the Prendinger's LAB, I studied the Marcos Lopez de Prado work and implemented specialized fine-tuning architectures for adapting SOTA models (such as Autoformers, Chronos, TimeLLM ...) to financial time series (cryptocurrencies & stocks).

    Main tools & libraries : Git, Optuna, Pytorch, VSCode (Python), WeightWatcher

    Link to the paper : Coming Soon.

    Data Scientist Intern - Hygie31

    June 2024 - August 2024

    Developed KPI visualization tools for optical pharmacy data at Hygie31. As part of the DINSI team, I built data pipelines automating collection, cleaning and features extraction process. I also created a specialized database for efficient information retrieval.

    Main tools & libraries : Git, Informatica, Power BI, Pycharm (Python), Snowflake

    AI Assistant Engineer - Centre National de la Recherche Scientifique

    June 2023 - August 2023

    Extended a Deep Learning architecture for protein structure comprehension. Within the LJK team, I integrated Laplacian motion vectors into the ScanNet model to find binding sites more precisely.

    Main tools & libraries : Git, Pycharm (Python), Tensorflow

    Projects

    AI-Powered Mail Filtering System

    TODO : AI filtering mail with LangChain

    Technologies: Python, LanChain

    View on GitHub

    Skills

    Programming Languages

    • PythonPython
    • SQLSQL
    • BashBash

    ML Frameworks

    • PyTorchPyTorch
    • Scikit-learnScikit-learn
    • Hugging FaceHugging Face
    • OptunaOptuna

    Cloud & DevOps

    • SnowflakeSnowflake
    • SQL ServerSQL Server
    • InformaticaInformatica

    Tools & Platforms

    • GitGit
    • LangChainLangChain
    • Power BIPower BI

    Blog

    TODO : start posting blogs !

    ...

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