class Profile:
def __init__(self):
self.role= "Software Engineer"
self.focus= ["Agentic AI", "Production RAG", "Full-Stack"]
self.location= "New Cairo, Egypt 🇪🇬"
self.status= "Freelancing & Building Automation Tools"
def mission(self):
return "Converting complex LLM capabilities into reliable production tools."
💡 GUC graduate. I don't just write code — I engineer intelligent systems. From production RAG pipelines to full-stack dashboards, I work at the intersection of AI research and real-world product delivery.
Languages
Frameworks & Frontend
AI / ML & Databases
DevOps & Cloud
Turn any PDF library into a conversational knowledge base.
Event-driven RAG system built for high-speed PDF ingestion and semantic querying. Containerized for cloud consistency, powered by Groq for near-instant LLM responses.
| 🧠 AI | LangChain · Groq · RAG · Vector Embeddings |
| ⚙️ Backend | Python · FastAPI · Inngest (event-driven) |
| 📦 Infra | Docker · Qdrant |
Modern, data-rich student directory built for educators.
Full-stack Next.js + TypeScript web app for managing and visualizing student records. Clean component architecture, SSR, and responsive design throughout.
| 🎨 Frontend | Next.js · TypeScript · Tailwind CSS |
| 📡 Data | REST API Integration · Server-Side Rendering |
A complete e-learning platform — from registration to payment.
MERN-stack e-learning system with Stripe payments, JWT authentication, and MVC architecture supporting 3 distinct user roles: Student, Instructor, Admin.
| 🎨 Stack | MongoDB · Express · React · Node.js |
| 🔐 Auth & Pay | JWT · Stripe |
Breaking communication barriers with real-time gesture recognition.
CNN-based deep learning system that classifies American Sign Language gestures in real time. Researched, built, and defended as Bachelor's thesis at Ulm University, Germany.
🏢 Mansour Group (SAP ABAP Intern) Sep 2023 – Oct 2023 · Cairo, Egypt
└─ Custom ABAP reports & SAP ERP data dictionary objects
🔬 Ulm University (ML Research Intern) Apr 2023 – May 2023 · Ulm, Germany
└─ CNN optimization with PyTorch · Automated preprocessing (−40% manual time)
└─ Bachelor's thesis: ASL gesture recognition with CNNs
💼 Open to: Freelance AI/ML · Full-stack contracts · Technical collaborations
⚡ Response time: Within 24 hours