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Lahbichiinsafe/README.md

👩‍💻 About me

  • 🎓 Master MIAGE – Sustainable Business Informatics @ Paris 1 Panthéon-Sorbonne
  • 💼 Data Engineer BI apprentice @ BNP Paribas (BCEF IT)
  • 🧮 BSc Mathematics & Computer Science – Université de Toulouse

🚀 Highlight Projects

  • End-to-end pipeline on 284K banking transactions
  • PostgreSQL star schema data warehouse + Python ETL (pandas, SQLAlchemy)
  • Advanced SQL: window functions, CTEs, Z-score anomaly detection
  • XGBoost + SMOTE → ROC-AUC 0.98, 83% recall
  • Power BI dashboard with business impact estimation

✍️ Intelligent Autocomplete System (IRIT – SMAC team)

  • Autocomplete based on n-gram models with online learning
  • Evaluation with Top-1 / Top-3 accuracy
  • Benchmark against an LLM baseline (GPT-2)

📈 Trajectory Prediction

  • GRU / LSTM models on temporal data
  • Evaluation protocol (RMSE, confidence intervals) and signal processing

🛠 Tech Stack


📫 Contact

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  1. fraud-detection-banking fraud-detection-banking Public

    Détection de fraude bancaire avec PostgreSQL, Python (XGBoost), Power BI, Pipeline data complet

    Jupyter Notebook

  2. Projet_MMPose Projet_MMPose Public

    Human pose trajectory prediction using MMPose and deep learning models (LSTM, GRU)

    Jupyter Notebook 1

  3. Football-Prediction Football-Prediction Public

    Football match outcome prediction using feature engineering, clustering and machine learning

    Jupyter Notebook

  4. Gibbs-Phenomenon-Fourier Gibbs-Phenomenon-Fourier Public

    Theoretical and numerical study of the Gibbs phenomenon using Fourier series

    TeX

  5. genealogical-trees genealogical-trees Public

    Implementation of genealogical tree structures and visualization in C

    C

  6. AutoComplete AutoComplete Public

    Intelligent autocomplete system using n-grams and language models

    Jupyter Notebook