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Experience

Experience & Education

Research and development work, academic path, and certifications.

Experience

  1. 2024 — Present

    R&D Member — Cybersecurity & Data

    Securinets FST Student Club · Tunis, Tunisia

    • Processed and cleaned the NSL-KDD intrusion detection dataset (~125,000 records, 42 features), performing EDA and correlation analysis to guide feature selection.
    • Trained a Random Forest classifier with Bayesian hyperparameter tuning (skopt), achieving competitive F1 scores across attack categories; evaluated via per-class precision, recall, and confusion matrices.
    • Delivered a 3-page interactive Streamlit dashboard (Overview · Feature Importance · Model Comparison) enabling non-technical stakeholders to explore model results.
    Machine LearningCybersecurityStreamlitscikit-learn

Education

  1. 2025 — 2028 (expected)

    National Engineering Diploma — Data Science

    Faculty of Sciences of Tunis, Université de Tunis El Manar · Tunis, Tunisia

    Coursework: Algorithms, Machine Learning, Probability & Statistics, Distributed Systems, Graph Theory, AI.

  2. 2023 — 2025

    Integrated Preparatory Cycle (Engineering)

    Faculty of Sciences of Tunis · Tunis, Tunisia

  3. 2020 — 2023

    Baccalaureate in Mathematics — Highest Honors

    Sakiet Ezzit Pioneer High School · Sfax, Tunisia

Certifications

  • Supervised Machine Learning: Regression and Classification
  • Neural Networks and Convolutional Neural Networks Essential Training
  • Introduction to TensorFlow in Python
  • Python 101 for Data Science