$ whoami
Full Stack AI Engineer — Egypt (EET)
$ focus
RAG systems · LLM apps · Arabic OCR/NLP · FastAPI backends
$ currently_building
LMS backend · Egyptian ID OCR · Hybrid RAG engine · Quranic KB| Area | What it means in practice |
|---|---|
| 🔍 RAG Systems | Hybrid retrieval (dense + BM25) · rerank · eval · observability |
| 🪪 Arabic OCR | Detection → OCR ensemble → post‑processing → structured JSON APIs |
| ⚙️ Backend | FastAPI · clean architecture · Docker · CI/CD · auth/JWT |
| 🌐 Multilingual AI | Arabic‑first UX · embeddings · custom normalization & tokenization |
Goal: Turn noisy ID images into clean, validated JSON.
How: YOLO detection → crops → PaddleOCR + EasyOCR ensemble → rules & confidence gating.
Result: ~92% field‑level accuracy on real samples, ready for bank/fintech KYC APIs.
Tech: YOLO · PaddleOCR · EasyOCR · OpenCV · FastAPI
Goal: Make it easy to ship grounded Q&A over mixed Arabic/English corpora.
How: Dense + BM25 hybrid search, reranking, smart chunking, source citations, eval scripts.
Result: <2s end‑to‑end latency on typical corpora with noticeably fewer hallucinations.
Tech: Python · Qdrant · BM25 · LLM APIs · LangChain‑style pipelines
Goal: Backend‑first LMS that can grow into a full product.
How: Modular FastAPI services, JWT auth, role‑based access, media storage on Azure Blob.
Result: Ready to plug into any web/mobile frontend and scale with real users.
Tech: FastAPI · MongoDB · Azure Blob · Docker · JWT
┌─────────────────────────────────────────────────────────────────┐
│ 🎓 LMS Backend FastAPI · MongoDB · Azure Blob · JWT │
│ 🪪 Egyptian ID OCR YOLO · PaddleOCR · EasyOCR · Validation │
│ 🔀 Hybrid RAG Qdrant · BM25 · Rerank · Eval pipeline │
│ 📖 Quranic KB RAG · Arabic NLP · Knowledge graphs │
└─────────────────────────────────────────────────────────────────┘
