Abdelrhman
I build production AI systems end-to-end.
From model orchestration to scalable infrastructure and polished interfaces. Systems that ship, scale, and deliver.
Engineering beyond the model.
Most AI products fail between the notebook and production. I focus on the space in between.
An API call to a model is just the beginning. I care about the engineering layer that turns raw AI capabilities into complete, maintainable products. My strength lies in end-to-end product ownership and the engineering systems surrounding AI—architecting secure backends, integrating specialized AI components into clean architectures, and delivering performant, user-centric frontends.
I work iteratively: build, evaluate, refactor, improve. Whether I am configuring Docker infrastructure, optimizing UI performance, or designing WebSocket APIs, I rely on rigorous engineering judgment.
- AI-powered products & integrations
- Backend APIs & real-time systems
- Responsive, performant frontend experiences
- Dockerized, production-oriented infrastructure
Systems I've built.
From machine learning models to real-time AI products.
Traffic Sign Detection & Classification
Computer Vision / Deep Learning · Nov 2025
A custom PyTorch CNN achieving over 95% test accuracy on the GTSRB benchmark, integrated into a full-stack web application with modular preprocessing and data augmentation.
What I've built — and what shaped how I build.
Full-Stack AI Product · Graduation Project
VirtAI
Owned the engineering layer across frontend, backend, real-time communication, infrastructure, and deployment. Integrated AI capabilities into a Clean Architecture and continuously refactored the system as it evolved.
Frontend · Backend · WebSockets · Security · Docker · DevOps
Generative AI Professional
DEPI · Digital Egypt Pioneers Program
Completed the Generative AI Professional program within the Digital Egypt Pioneers Program, building a structured foundation from machine learning and deep learning through NLP and modern generative AI systems.
Machine Learning · Deep Learning · NLP · Generative AI · LLMs
B.Sc. Artificial Intelligence & Data Science
Menoufia University
Formal academic foundation in computer science and artificial intelligence. Studied algorithms, data structures, mathematics, and advanced AI methodologies while concurrently building full-stack production systems.
Computer Science · Artificial Intelligence · Data Science
The stack behind the work.
Different tools, one goal: getting the whole system to work.
AI / Machine Learning
Deep Learning
Generative AI / LLM Systems
NLP
Computer Vision
Reinforcement Learning
Backend / Real-time
Frontend / Interactive
Data / Databases
Data Visualization
Time Series
Infrastructure / DevOps
Engineering Quality
From people I've built with.
Feedback from teammates and collaborators across the systems I've worked on.
"Abdelrhman is the kind of person you feel reassured having on any heavy project. We worked together on most of our college projects, and from my experience, he is a true AI engineer who understands every detail and is genuinely masterful, whether in Generative AI and LLMs or Backend with FastAPI. His brilliance really showed while we were working together on our graduation project, the Avatar Teacher; he has an excellent mindset, works well under intense pressure, and remains calm when resolving bugs. If you're looking for someone strong who builds end-to-end systems, Abdelrhman is an asset to any team."
"I had the pleasure of working with Abdelrhman on AI projects. He is a dedicated AI Engineer who consistently met deadlines, worked efficiently under pressure, and delivered high-quality results. He is reliable, professional, and a great team player. I highly recommend him for any AI engineering role."
"I had the chance to work with Abdulrahman on several AI and Data Science projects. He's reliable, committed to his work, always meets deadlines, and is someone you can genuinely count on to get things done."
"I worked with Abdelrhman on our graduation project. He connected the backend and frontend seamlessly and was always one of the first to take the initiative when it came to solving problems or exploring new ideas for the project. Abdelrhman is highly collaborative, committed to deadlines, and genuinely passionate about his work. I highly recommend working with him for any team or project that needs someone who understands what he is doing and writes clean, stable code."
"Abdelrhman is the kind of person you feel reassured having on any heavy project. We worked together on most of our college projects, and from my experience, he is a true AI engineer who understands every detail and is genuinely masterful, whether in Generative AI and LLMs or Backend with FastAPI. His brilliance really showed while we were working together on our graduation project, the Avatar Teacher; he has an excellent mindset, works well under intense pressure, and remains calm when resolving bugs. If you're looking for someone strong who builds end-to-end systems, Abdelrhman is an asset to any team."
"I had the pleasure of working with Abdelrhman on AI projects. He is a dedicated AI Engineer who consistently met deadlines, worked efficiently under pressure, and delivered high-quality results. He is reliable, professional, and a great team player. I highly recommend him for any AI engineering role."
"I had the chance to work with Abdulrahman on several AI and Data Science projects. He's reliable, committed to his work, always meets deadlines, and is someone you can genuinely count on to get things done."
"I worked with Abdelrhman on our graduation project. He connected the backend and frontend seamlessly and was always one of the first to take the initiative when it came to solving problems or exploring new ideas for the project. Abdelrhman is highly collaborative, committed to deadlines, and genuinely passionate about his work. I highly recommend working with him for any team or project that needs someone who understands what he is doing and writes clean, stable code."
"Abdelrhman is the kind of person you feel reassured having on any heavy project. We worked together on most of our college projects, and from my experience, he is a true AI engineer who understands every detail and is genuinely masterful, whether in Generative AI and LLMs or Backend with FastAPI. His brilliance really showed while we were working together on our graduation project, the Avatar Teacher; he has an excellent mindset, works well under intense pressure, and remains calm when resolving bugs. If you're looking for someone strong who builds end-to-end systems, Abdelrhman is an asset to any team."
"I had the pleasure of working with Abdelrhman on AI projects. He is a dedicated AI Engineer who consistently met deadlines, worked efficiently under pressure, and delivered high-quality results. He is reliable, professional, and a great team player. I highly recommend him for any AI engineering role."
"I had the chance to work with Abdulrahman on several AI and Data Science projects. He's reliable, committed to his work, always meets deadlines, and is someone you can genuinely count on to get things done."
"I worked with Abdelrhman on our graduation project. He connected the backend and frontend seamlessly and was always one of the first to take the initiative when it came to solving problems or exploring new ideas for the project. Abdelrhman is highly collaborative, committed to deadlines, and genuinely passionate about his work. I highly recommend working with him for any team or project that needs someone who understands what he is doing and writes clean, stable code."
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