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arnoweb/README.md
Arnaud BRETON

Projets IA & Machine Learning

Modèle de recommandations de produits (Recsys)

Création d’un moteur de recommandations utilisant Machine Learning (PyTorch, Spotlight) et FastAPI.

POC – Moteur de recherche FAQ e-commerce (RAG LLM)

Développement d’un moteur de recherche intelligent basé sur Retrieval Augmented Generation (RAG) et un modèle LLM fine-tuné.

Étude sur les facteurs de performance au golf

Analyse et recherche de corrélations via Machine Learning autour de la performance au golf.


Projets Simulations de Vol

API de gestion de licences pour logiciels et jeux

Développement d’une API de gestion de licences en Python (FastAPI).

Add-on pour la simulation aéronautique

Création d’un produit complémentaire pour simulateurs de vol.

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  1. recsys-spotlight-pytorch-fastapi recsys-spotlight-pytorch-fastapi Public

    API of recommend products - Content based and Collaborative filtering

    Python 2

  2. machine-learning-linearreg-kneighbours-kfold machine-learning-linearreg-kneighbours-kfold Public

    Machine learning with Python - Nearest Neighbors used on Airbnb data

    Jupyter Notebook

  3. googlecoral googlecoral Public

    Google Coral dev board demos scripts

    Python 1

  4. autokeras-sandbox autokeras-sandbox Public

    Machine Learning - Autokeras sandbox

    Python

  5. kitstarter-laravel-ssr-noapi kitstarter-laravel-ssr-noapi Public

    The Goal of this project is to have a next-gen Universal Web Application which combines the Power of Laravel, React, SSR without the pain of building a Rest API between backend and frontend

    Blade 1

  6. ai_finetunedmodel_faq_multilingue ai_finetunedmodel_faq_multilingue Public

    FAQ UI based on AI finetuned model created with autotrain from HuggingFace

    Python