Mahmoud Kamal
Software Engineer & Web Developer
Crafting elegant, efficient, and user-centric digital solutions with modern technologies and best practices.
About Me
Hello! I’m Mahmoud, a passionate software engineer with a love for creating elegant and efficient solutions. I specialize in front-end development with experience in building responsive, accessible, and user-friendly web applications.
With a strong foundation in modern web technologies, I enjoy tackling complex problems and turning innovative ideas into reality. I’m constantly learning and staying up-to-date with the latest industry trends and best practices.
Skills: JavaScript · React · Node.js · Python · CSS3 · HTML5 · Git
Featured Projects
Premier League Match Predictions
A production-grade pipeline for predicting English Premier League (EPL) match outcomes, designed for automated data ingestion, model training, monitoring, and deployment. The system supports continuous retraining and robust infrastructure for real-world sports analytics.
Technologies: Python · Prefect · MLflow · Grafana · Docker · Terraform · AWS · CI/CD
- Engineered automated data pipelines for ingesting and processing historical and live EPL match data
- Developed and deployed machine learning models for multi-class match outcome prediction
- Implemented continuous model retraining and drift detection for evolving datasets
- Provisioned cloud infrastructure and CI/CD for scalable, reliable deployment
- Integrated monitoring and reporting for real-time model performance and system health
Food Delivery App Open Source
A comprehensive food delivery platform where I contributed to core backend functionality, API architecture, and performance optimization. Enhanced the system with order management features, restaurant management modules, and implemented Redis caching for improved performance.
Technologies: Node.js · Express · Redis · PostgreSQL · API Design
- Contributed in adding orders and restaurant features
- Contributed in API and database design
- Contributed in optimizing APIs with Redis caching
Certifications
| Certificate | Issuer | Date | Skills |
|---|---|---|---|
| MLOps Zoomcamp | DataTalksClub | Aug 2025 | MLflow · AWS · Terraform · pytest · FastAPI |
| .NET 8 Microservices: DDD, CORS, Vertical/Clean Architecture | Udemy | Aug 2025 | ASP.NET Core 8 · C# 12 · Microservices · gRPC · EF Core · PostgreSQL · Redis · Docker |
| NDG Linux Unhatched | Cisco | Nov 2022 | Linux Commands · Linux Tools |
| Machine Learning | DataTalksClub | Feb 2022 | Keras · TensorFlow · Flask · AWS Lambda |
| Big Data | University of California, Riverside | Aug 2021 | Hadoop · Spark · SQL · Java |
| Deep Learning Specialization | Coursera | Aug 2021 | TensorFlow · PyTorch · Keras · Neural Networks |
| C4F2 Hackathon | Dell Technologies | Mar 2021 | Machine Learning · Unsupervised Learning · Python |
| ECPC | Egyptian Collegiate Programming Contest | Sep 2019 | Problem Solving · Data Structures · Algorithms |
Contact
I’m always open to discussing new projects, creative ideas, or opportunities to be part of an amazing team. Let’s create something extraordinary together!
- Email: mk.bayumi@gmail.com
- LinkedIn: mahmoud-kamal-120176169
- GitHub: mk-hassan