I am a Data Science Master's Student at University of Potsdam. I graduated with bachelor in Computer Engineering from the German University in Cairo. I always find interest in Computer Science topics including (Software Engineering, Data Engineering and AI & Data Science).
Building:
- Data Engineering systems
- AI/ML infrastructure
- DevOps automation
- Distributed backend systems
Python • Java (Springboot) • Spark • Docker • Kubernetes • AWS • SQL • GitLab CI/CD
- Java is my first language and the one I know most about with specialized knowledge in building REST APIs with springboot
- Python is the language, I currently use for Data Processes, Data analyses and developing CI/CD tools at my work.
- SQL is a langugage that I always use no matter the project I work on, it always finds its way to be important.
- I have experience working with Cloud Services specially AWS for Data Engineering Projects (e.g., Glue, S3, lambda and StepFunction)
Deep learning application for detecting brain hemorrhages in CT/MRI scans using YOLOv5 and computer vision techniques. Includes image preprocessing, real-time inference, and a Flask-based web interface.
Tech: Python, PyTorch, YOLOv5, OpenCV, Flask
🔗 https://github.com/mohamedFabdrabo/flask-app-brain-hemorrhage
Full-stack HR management platform built with a REST API based backend and a React frontend. Features attendance tracking, leave management, course assignments, role-based access control, and Dockerized deployment.
Tech: React, Node.js, Express.js, MongoDB, Docker, JWT
https://github.com/mohamedFabdrabo/AdvancedComputerLab-DockerWrapper
Machine learning project for predicting telecom customer churn. Includes feature engineering, model comparison, and business-oriented analysis of churn drivers.
Tech: Python, Scikit-learn, XGBoost, Pandas
https://github.com/mohamedFabdrabo/Customer-Churn-Prediction
Research-focused computer vision project comparing traditional image processing techniques with deep learning approaches for image segmentation and contour extraction.
Tech: Python, PyTorch, OpenCV, Scikit-image
https://github.com/mohamedFabdrabo/contour_detection_and_image_segmentation
Custom database engine implementing B+ Tree and R-Tree indexing, page management, serialization, and efficient query execution.
Tech: Java, Database Systems, Data Structures
🔗 https://github.com/eslamHegazy/Database_Engine
Blockchain-based electronic health record simulation featuring AES-256 encryption, proof-of-work consensus, and secure access control mechanisms.
Tech: Java, Blockchain, Cryptography, AES-256
https://github.com/NourGhazal/EHR_BlockChain_Simulation
- Software Engineering
- Data Infrastructure
- AI Systems
- LinkedIn profile: https://www.linkedin.com/in/mohamed-f-abdrabou/
- Personal email: [email protected]