MOHAMED ELHADI

At University of Ghardaïa, I designed and evaluated an attention-powered U-Net for kidney tumor segmentation. I implemented it with TensorFlow/Keras on the KiTS19 dataset, using custom loss functions and training strategies.

I also built a web-based management system for a university computer research laboratory. It included user authentication, database management, and administrative dashboards, using HTML, CSS, JavaScript, PHP, and MySQL.

In other projects, I built machine learning models for traffic sign recognition and developed classifiers to distinguish AI-generated images from real images. My work included comparing feature-based and deep learning approaches and applying data augmentation.

Alongside my technical projects, I taught middle school math and supported digital communication, data organization, and administrative reporting. I also sold plumbing and heating equipment, providing technical product advice and handling sales operations.