Fatma Atitallah

Theoretical research of currently available datasets in this field and different modalities.

Data preparation: selecting three publicly available X-ray datasets, preprocessing, mask generation, filtering, fusion, standardization, harmonization, and normalization to create a unified dataset.

Analysis and quality study: evaluating dataset quality, complexity, and addressing data imbalance.

Mitacs Doctoral Internship - Laboratory of Research on Imaging and Orthopedics (LIO) - Canada, Montreal

(2025-10 - 2026-02)

• Theoretical research of currently available datasets in this field and different modalities.
• Data preparation: selecting three publicly available X-ray datasets, preprocessing, mask generation, filtering, fusion, standardization, harmonization, and normalization to create a unified dataset.
• Analysis and quality study: evaluating dataset quality, complexity, and addressing data imbalance.

End of year internship - Lorraine Laboratory of Computer Science and its Applications - France, Marseille

(2023-03 - 2023-10)

• Developed and implemented a deep learning-based system for classifying plant diseases, achieving over 90% accuracy.
• Evaluated and compared the performance of YOLOv8 and Efficient Net models for real-time disease.
• Integrated the model into a Latte Panda 3 Delta board, incorporating a camera interface for real world testing of disease detection on plant leaves.

Engineering internship - SECIL-Groupe - Tunisia, Gabés

(2022-08 - 2022-09)

• Improved the fire system in the petroleum coke workshop by removing the electrical cabinet.
• Programmed the Allen-Bradley ControlLogix 5555 controller using RSLogix 5000.
• Implemented a human-machine interface to ensure supervision.

Technical internship - The Tunisian Company of Electricity and Gas (STEG) - Tunisia, Gabés

(2021-08 - 2021-09)

• Exploration of STEG's infrastructure and activities
• Study of industrial systems and components
• Understanding the operating principles of equipment

End-of-year internship (bachelor's level) - FabLab Solidaire Tunisia - Tunisia, Gabés

(2020-02 - 2020-07)

• Design of an electric pill-manufacturing device.
• Connected to a wearable wristband to enhance the medical monitoring of an Alzheimer's patient.

PhD - Electrical Engineering - National Engineering School of Gabès Tunisia (2025-01)

Bachelor's degree - Electrical and automation engineering - National Engineering School of Gabès Tunisia (2020-09 - 2023-10)

Applied Bachelor's Degree - Electromechanics - Higher Institute of Applied Sciences and Technologies of Gabès Tunisia (2017-10 - 2020-07)

Baccalaureate - Mathematics - El Manara High School Tunisia (2016-09 - 2017-07)