Hi, I'm Ahmed
Software Engineer
I'm a software engineer with a background in full-stack development, now focused on AI engineering. I'm interested in pushing LLMs beyond chat into reliable, structured tools and workflows.
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About Me
My foundation is full-stack development with React, Node.js, Express, Next,js and Python, built through real client work including payment systems, e-commerce platforms, and KYC integrations. Over the past year I've shifted toward AI engineering, working with LangGraph, LangChain, MCPs and Guardrails to build multi-agent systems and retrieval pipelines.
Technical Skills
Scroll to explore some of the tools I use
Work Experience
I've contributed to building and maintaining production systems across different industries, with hands-on involvement in everything from architecture and development to deployment and integration. My work emphasizes reliability, clarity, and performance at every stage of the process.
Full-Stack Software Engineer
Sweep Resort (Remote – USA)
Nov 2024 – Present
Led a team of engineers to build and maintain a scalable web platform for Sweep Resort. Integrated multiple payment processors, cryptocurrency gateways, and KYC verification systems. Also managed technical partnerships with new providers, including payment and compliance vendors, to expand platform capabilities and streamline operations.
Full-Stack Web Developer Intern
Xceed
Aug 2023 – Sep 2023
Built a task management system and a face recognition attendance tool during Xceed’s summer internship, using React, Firebase, and Flask in close collaboration with design and QA teams.
Full-Stack Web Developer
Splash
Jan 2023 – May 2023; Jul 2024 – Nov 2024
Designed and developed a custom e-commerce website for Splash as a full-stack developer, collaborating directly with the client to deliver a tailored solution.
Education
I studied Computer Science and Engineering at the German University in Cairo, where I focused on software development, AI, embedded systems and more. My graduation project used deep learning for breast cancer diagnosis and ran on a Raspberry Pi.
B.Sc. Computer Science and Engineering
German University in Cairo
Oct 2020 – Jun 2025
Worked on 40+ projects throughout my time in college from mini projects to large-scale systems including web apps, Unity games, embedded systems and more. Built a breast cancer diagnosis system using ResNet-101 and InceptionV3, deployed it on a Raspberry Pi 3 with a working GUI. Scored an A+ on the project. Also joined the IEEE Machine Learning Club and worked on applying deep learning to practical problems.
Projects
A collection of applications I've built across client work, internships, and personal development. These projects reflect my focus on building functional, scalable systems with clean architecture and practical integrations.
ShellAI
Personal Project
AI-powered CLI agent with shell execution, safety guardrails, and MCP-based GitHub automation.
Banking Intent RouterIn Progress
Personal Project
A banking intent router powered by the a2a framework. This project uses a sentence transformer model fine-tuned with LoRA to accurately classify user intent and route requests to the appropriate specialist agent. Fine-tuning improved classification accuracy from 84.94% to 91.30% across 77 banking intents.
SpecGen
Personal Project
Multi-agent AI system that generates, analyzes, and refines pytest tests for Python code automatically.
AI Legal Document Analyzer
Personal Project
A LangGraph based system with a supervisor that routes requests to dialogue or document analysis. The chat has access to RAG and Tavily search, while the analysis pipeline handles OCR, NER, and structured data extraction for uploaded legal documents.
Breast Cancer Diagnosis System
Bachelor Project
An embedded system for real-time breast cancer diagnosis using ultrasound imaging and a multi-stage CNN approach.
Smart Chess
GUC
A smart embedded chessboard using a Raspberry Pi Pico and electromagnets to automate gameplay with full chess logic and player feedback.
ZakiIn Progress
Personal Project
Zaki is an e-commerce website for high-quality extra virgin olive oil, designed to offer a smooth shopping experience with a clean interface and secure checkout.
Diablo
GUC
Diablo is a dark fantasy single-player action RPG inspired by the original Diablo game, where players battle as unique heroes, collecting runes to face the final boss, Lilith.
Zombie Invasion 2
Personal Project
A simple 2D game with animations built using Pygame.
Get in Touch
I'm always open to discussing new projects, ideas, or opportunities. Whether you have a question or just want to connect, feel free to reach out!
Thank You!
Thank you for visiting my portfolio! I hope you found it informative and engaging. If you have any questions or would like to connect, feel free to reach out through the contact form above or call me at +20 155 080 0848.
As a fun bonus, here's a mini-game: