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118 followers · 109 following
  • FCDS
  • Egypt ,Alexandria

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a7med3yad/README.md

Ahmed Ayad

Software Engineer & Data Scientist
Backend Development · Distributed Systems · Machine Learning Engineering

Portfolio LinkedIn Email Codeforces

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About

I build scalable backend systems and production-ready machine learning solutions. My engineering philosophy centers on writing clean, maintainable code that solves real problems — whether that's designing distributed architectures, optimizing data pipelines, or deploying intelligent services to the cloud.

I specialize in the full stack of modern backend development: from RESTful API design and database optimization to containerization and CI/CD automation. My data science work focuses on applied ML, bridging the gap between research and production through robust engineering practices.

Beyond professional development, I maintain sharp problem-solving skills through competitive programming, which has strengthened my approach to algorithmic thinking and system design.

Technical Expertise

Backend Development & APIs

  • ASP.NET Core, ASP.NET MVC
  • Entity Framework Core
  • RESTful API Design & Implementation
  • Microservices Architecture

Cloud & DevOps

  • AWS (EC2, RDS, S3, Lambda)
  • Docker, Kubernetes
  • CI/CD Pipelines (GitHub Actions)
  • Infrastructure as Code

Databases

  • SQL Server, PostgreSQL, MySQL
  • MongoDB
  • Query Optimization & Indexing
  • Database Design & Schema Modeling

Data Science & Machine Learning

  • Python ML Stack (Pandas, NumPy, Scikit-learn)
  • Feature Engineering & Model Development
  • Statistical Analysis & Experimentation
  • ML Pipeline Development

Systems & Tools

  • Git & Version Control
  • Linux/Unix Systems
  • Bash Scripting & Automation
  • System Design & Architecture

Problem Solving

Tech Stack

Languages
C# Python SQL Bash

Backend & Frameworks
.NET ASP.NET Core Entity Framework FastAPI

Cloud & DevOps
AWS Docker Kubernetes GitHub Actions

Databases
SQL Server PostgreSQL MySQL MongoDB

Data Science & ML
Pandas NumPy Scikit-learn Jupyter

Tools & Systems
Git Linux VS Code Visual Studio

GitHub Statistics

GitHub Stats Top Languages

Contact

I'm open to discussing backend architecture, machine learning engineering, and competitive programming challenges.

Reach out:
📧 ahmed.ibrahim01974@gmail.com
💼 LinkedIn
🌐 Portfolio

Building systems that scale. Writing code that matters.

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  1. Cartify Cartify Public

    Forked from nhahub/NHA-262

    Cartify is a production-grade multi-vendor e-commerce platform that provides a complete backend for core e-commerce operations, including product management, orders, authentication, and merchant da…

    JavaScript 1

  2. foodhub foodhub Public

    Food-Hub is a cloud-based food ordering platform built with ASP.NET Core Web API using Clean Architecture. The backend integrates AWS Cognito for secure authentication, MySQL for data storage, and …

    C# 1

  3. SmartRoomMentor SmartRoomMentor Public

    SmartRoomMentor is an IoT-based smart room system designed around real-time device communication, cloud data persistence, and a Python backend API. The architecture follows modern IoT principles by…

    Python 3

  4. CloudComputingApp CloudComputingApp Public

    The frontend and backend are hosted on EC2 instances, providing full control over deployment. S3 buckets are used to store and manage uploaded files as needed.

    HTML 4

  5. University_Managment_System University_Managment_System Public

    University Management System is a highly versatile and robust application. The combination of Java Swing, backend Java, JDBC, and SQL Server creates a powerful system capable of managing complex op…

    Java 9