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Competences
Experience
Academic Project – Automated Classification of ECG Images Using Deep Learning
New Mansoura University
2025-01 - 2026-06
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, model evaluation and structured documentation. Integrated a user interface for ECG uploads, prediction of classes with probability scores, and automated PDF report generation. Utilized Python, CSV datasets and PDF reporting tools, ensuring accurate data handling and clear technical documentation.
Formation
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Langues
Arabic
native
English
intermediate
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