Abdallah Eid

Software Developer | AI/ML Data Engineer

I am a software developer with a strong foundation in software and medical engineering, currently working on enterprise-grade medical software solutions for the healthcare sector. Previously, I contributed significantly to data automation and analytics workflows at Siemens Healthineers, where I minimized manual effort by building semi-automated pipelines to process internal logging files and extract meaningful insights. My Master’s thesis focused on image registration and misalignment correction in breast MRI sequences using a range of deep learning models. Beyond my current role, I am deeply interested in AI and machine learning for data engineering, with a growing focus on Generative AI and Agentic AI. I enjoy building intelligent, scalable solutions across the full stack, from data pipelines and model development to production-ready software, especially when the outcomes have a meaningful impact real-world applications. I am always excited to collaborate on innovative projects that bridge software engineering and artificial intelligence.

Education

M.Sc. Medical Engineering

Oct. 2021 – Jan. 2025

FAU Erlangen-Nuremberg University, Erlangen, Germany

Thesis: A deep learning-based misalignment correction framework for breast MRI.

Grade: 1.9 / 4 (Very Good)

Deep Learning Medical Imaging Python MRI Processing Machine Learning Computer Vision Pattern Analysis Pattern Recognition

• Specialization in Medical Imaging and Data Processing.

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B.E. Biomedical Engineering

Sep. 2015 – Jun. 2020

Mansoura University, Mansoura, Egypt

Thesis: Early Detection of diabetic retinopathy to stop Blindness (Grade: A+).

Grade: : 1.6 / 4 (Very Good)

Database Systems Medical Imaging Data Structe & Algorithms Image Processing Project Management

• Major in Biomedical Engineering.

If you want to get in touch, feel free to email me.