Senior Full-Stack AI Engineer | Web3 & ML Systems Architect
I design and deploy intelligent systems that bridge machine learning, full-stack engineering, and decentralized technologies. My work delivers measurable impact across fintech, healthcare, and Web3 through robust architecture and performance-driven solutions.
| Domain | Technologies |
|---|---|
| AI/ML Systems | LSTM • XGBoost • Gemini • Mamba/ViViT • Forecasting Pipelines • Prompt Engineering |
| Full-Stack | React • Next.js • FastAPI • Node.js • Flutter • MongoDB • Supabase |
| Web3 & Security | ICP • Motoko • Chain-Key Bitcoin • dApp Architecture • OAuth • Antivirus Systems |
| DevOps | Docker • Kubernetes • CI/CD • Firebase Hosting • Microservices |
- Built financial forecasting systems with 92% prediction accuracy for stock/gold markets
- Developed medical video classifier reducing diagnostic time by 40% for breast cancer analysis
- Created no-code AutoML platform enabling 5x faster model prototyping
- Architected DeFi Copilot dApp handling 10K+ daily transactions on Internet Computer blockchain
- Designed secure document management system processing 50K+ files with metadata tagging
- Implemented CI/CD pipelines reducing deployment cycles by 65%
| Metrics | Stats |
|---|---|
| Contributions | |
| Repository | |
| Languages |
UAT Engineer — Geidea for Technologies (Aug 2025 – Present)
FinTech • Quality Assurance
• Conduct User Acceptance Testing (UAT) for financial applications and payment solutions.
• Collaborate with business stakeholders to validate requirements and ensure product readiness.
• Report defects, track resolutions, and provide feedback to improve QA processes.
• Support Agile ceremonies by aligning UAT with sprint deliverables and timelines.
Prompt Engineer (Freelance) (Jul 2024 – Present)
AI Systems • Prompt Engineering
• Designed multi-turn prompts using Phi-2 and Gemini for financial and lost/found systems.
• Enhanced model contextual memory using few-shot learning and prompt chaining.
AI Engineer — Neorontrix (2024)
Medical AI
• Built neural diagnostic tools for neurological applications using video analysis pipelines.
Full-Stack Engineer — ATOS (Jul 2024 – Oct 2024)
Security Systems
• Developed a secure document management platform with RBAC and audit trails.
• Optimized React components and backend APIs in a scalable MERN/PERN stack.
Software Engineer — Relief and Emergency Foundation (May 2024 – Aug 2024)
Data Infrastructure
• Created internal forecasting tools for resource allocation optimization.
• Deployed microservices supporting WordPress and MERN analytics modules.
Machine Learning Intern — Code Alpha (Feb 2024 – May 2024)
AI Models
• Built ML models including recommenders, stock predictors, and survival classifiers.
Web Dev Intern — Prodigy Info Tech (Jan 2024 – Feb 2024)
Frontend Development
• Developed responsive landing pages and interactive apps (e.g., stopwatch, portfolio).
| Project | Description | Stack | Impact |
|---|---|---|---|
| DeFi Copilot | Decentralized financial advisor with AI insights | ICP • Motoko • Gemini | 2K+ users; Integrated Bitcoin/NFT support |
| Stock Forcaster | Real-time forecasting dashboard for commodities | LSTM • FastAPI • Streamlit | 92% accuracy across 15+ markets |
| MammoAI | Medical video classifier for cancer detection | Mamba • ViViT • PyTorch | Processed 10K+ medical videos |
| AutoAI Suite | No-code ML pipeline builder | Scikit-Learn • Streamlit • SHAP | Reduced model development time by 75% |
B.Sc Computer Science
Misr International University, Cairo (2021-2025)
Achievements:
- 🥇 Top performer in MIU ACPC Programming Contests
- 📄 Published research on loan prediction algorithms
- 🏆 IEEE thesis defense on Mamba-based medical AI
Email: [email protected]
Location: Cairo, Egypt