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Competences
Experience
Academic Project – Automated Classification of ECG Images Using Deep Learning Techniques
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. Managed an academic dataset of 11,148 labeled ECG images, performing data preprocessing, CSV label handling and ensuring organized, accurate data pipelines. Implemented model evaluation, generated probability scores and integrated a user interface for image upload and PDF report generation. Produced technical documentation and project reports detailing methodology and results.
Formation
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Langues
Arabic
native
English
intermediate
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