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Amine-Gharout/README.md

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About Me

Data Science student at Rouen University, focused on AI research and the engineering behind making models actually work in production. I care about understanding things deeply — from the math to the infrastructure.

  • Rouen, France
  • Microsoft Student Ambassador
  • SOAI Club Ex Manager
  • Researcenterch-oriented · MLOps/LLMOps · Systems thinking
  • Open to research collaborations and engineering projects

Currently Exploring

  • AI Research & Experiment Design
  • MLOps/LLMOps — model deployment, tracking, and pipelines
  • Large Language Models & RAG Systems
  • Reinforcement Learning & Graph Neural Networks

Tech Stack

Languages

Python Java C C++ SQL Bash

AI / ML

PyTorch TensorFlow HuggingFace scikit-learn XGBoost LangChain OpenCV

MLOps & Infra

MLflow DVC Docker FastAPI Azure Git Linux Jupyter Google Colab Kaggle


Connect

Linkedin Gmail GitHub Kaggle

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  1. GreenRights__Mistral-Hackathon GreenRights__Mistral-Hackathon Public

    AI advisor that calculates French green transition subsidies (MaPrimeRénov', Éco-PTZ, ZFE, EV bonuses) using Mistral Large with deterministic tool-calling — built at the Mistral AI Hackathon.

    Python

  2. Hybrid-Graph-RAG-System Hybrid-Graph-RAG-System Public

    GraphRAG system combining ChromaDB (vector search) and Neo4j (graph queries) to analyze Algerian constitutional documents (1996–2020) — educational reference for building hybrid RAG architectures.

    Jupyter Notebook

  3. Hybrid-CNN-ViT-Architectures-for-Sample-Efficient-Reinforcement-Learning Hybrid-CNN-ViT-Architectures-for-Sample-Efficient-Reinforcement-Learning Public

    This repository contains the codebase for our systematic benchmark evaluating Vision Transformers (ViTs), standard CNNs, and Hybrid CNN-ViT architectures in low-data RL regimes. The implementations…

    Python 1

  4. ml4sci-genie-gsoc2026 ml4sci-genie-gsoc2026 Public

    Evaluation tasks for ML4SCI GENIE GSoC 2026 — CNN autoencoder, GNN jet classification, contrastive graph learning, and non-local GNN on quark/gluon jet data (ECAL/HCAL/Tracks).

    Jupyter Notebook 2

  5. Elevvo_ML_Internship Elevvo_ML_Internship Public

    Machine learning internship projects covering traffic sign recognition (GTSRB), music genre classification (GTZAN), and customer segmentation — built with TensorFlow, scikit-learn, and librosa as p…

    Jupyter Notebook

  6. Discord-TP-RAG Discord-TP-RAG Public

    Local RAG system for querying Discord channel exports — ask what your classmates decided, get cited answers with user attribution, opinion tracking, and disagreement handling. Powered by Groq + Chr…

    Python 1