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Competences
Experience
Academic Project - Automated Classification of ECG Images
New Mansoura University
2025-01 - 2026-12
Collaborated in a four‑student team to develop a Python desktop prototype that classifies ECG images into four clinical categories. Handled an academic dataset of 11,148 labeled ECG images, performed image preprocessing, and managed CSV‑based labels. Produced structured documentation, technical reports, and integrated a user interface for image upload, prediction results, probability scores and PDF report generation. Utilized Python, data handling libraries and basic UI components to deliver a functional prototype.
Formation
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Langues
Arabic
native
English
intermediate
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