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Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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RandomFab/README.md

Fabien Bardouil · AI Engineer

Ingénieur mécanique reconverti vers l'IA.
Je construis depuis zéro la stratégie Data & IA d'un groupe industriel — pipelines ML, agents LLM, RAG, MLOps.
Double compétence : 5 ans de terrain en industrie, aujourd'hui du code en production.

📍 Rennes, France · 🟢 En poste chez DIRICKX

Portfolio

Stack technique

Machine Learning
Python Scikit-learn PyTorch XGBoost

LLM & IA Générative
LangChain LangGraph Mistral FAISS

MLOps & Déploiement
MLflow Docker GitHub Actions FastAPI

Data Engineering
Airflow PostgreSQL Pandas Streamlit

Projets récents

Projet Description Stack
🤖 Agent IA LangGraph Agent conversationnel avec orchestration multi-outils LangGraph · LLM · Python
🔍 Système RAG Recherche augmentée par génération sur corpus spécialisé LangChain · Mistral · FAISS
🧬 Fine-tuning LLM médical Adaptation d'un modèle de langage à un domaine métier PyTorch · Hugging Face
⚙️ Pipeline MLOps CI/CD, monitoring de drift, déploiement automatisé MLflow · Docker · GitHub Actions
👁️ Computer Vision semi-supervisée Classification d'images avec apprentissage semi-supervisé PyTorch · CNN

→ Tous les détails sur fabienbardouil.com/portfolio

Diplôme AI Engineer niveau 7 — OpenClassrooms · RNCP

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  1. brainscanai-mri-unsupervised-ssl brainscanai-mri-unsupervised-ssl Public

    MRI image clustering and tumor detection using ResNet50 embeddings, HDBSCAN + UMAP for unsupervised orientation grouping, and semi-supervised learning with pseudo-labeling for Cancer vs Normal cla…

    Jupyter Notebook

  2. Credit-Scoring-MLOps-Pipeline Credit-Scoring-MLOps-Pipeline Public

    End-to-end MLOps pipeline for credit scoring — CatBoost model exported to ONNX, served via FastAPI, tracked with MLflow, monitored with Evidently data drift, logged to PostgreSQL, deployed on Huggi…

    Jupyter Notebook

  3. puls-events-rag-api puls-events-rag-api Public

    Full RAG pipeline with FAISS vector indexing, Mistral AI embeddings & LLM generation, served via FastAPI — layered architecture with LangChain orchestration, Ragas evaluation and Docker support

    Python