Invoice Layout Detection (YOLO)
YOLO-based detectors for invoice page layout regions with an annotated bbox dataset and live Gradio demo. Strongest public traction on the Hub (up to 825 model downloads).
AI Engineer | Master’s in AI & Digital Computing | RAG & Full-Stack Integration
01 — Projects
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YOLO-based detectors for invoice page layout regions with an annotated bbox dataset and live Gradio demo. Strongest public traction on the Hub (up to 825 model downloads).
End-to-end pipeline for Moroccan Official Bulletin PDFs: region proposal, segment classification (LayoutLMv3), and Arabic + Latin OCR finetunes with Gradio demos.
Finetuned SLANeXt wired table-structure model with converted training data (61K+ samples) and a live Gradio demo for table HTML / cell structure.
Large suite of RL-MPQ (mixed-precision / fake-quantization) checkpoints across LLMs and VLMs — Llama, Mistral, Gemma, Qwen, LLaVA, and more — plus VLMEvalKit evaluation artifacts.
Interactive geolocated marker manager with routing, filters, stats dashboard, and JSON import/export for cooperatives, enterprises, and associations.
FastAPI + RapidOCR (ONNX) + Angular SSR Docker stack: upload → OCR/layout/tables → fuzzy/rule structuring → confidence scoring → validation UI with bbox overlays.
Browser tool for table-structure bbox dataset annotation with export to JSON/ZIP for training. Sibling bbox and cube tools also deployed on Vercel.
Interactive neural network explorer as a pnpm monorepo — React + Express + shared Zod types, Docker/GHCR, and Vercel deploy.
Deployed interactive map marker management app on Vercel.
Interactive neural network explorer deployed on Vercel.
Bounding-box annotation tool for computer vision datasets.
Table structure annotation tool deployed on Vercel.
02 — About
AI Engineer and Master’s student in Artificial Intelligence & Digital Computing at FST Beni Mellal. I build document AI pipelines, quantization research, and full-stack systems that connect models to real products — from OCR and layout detection to RAG chatbots and interactive demos.
Master’s — Artificial Intelligence & Digital Computing
Faculté des Sciences et Techniques de Beni Mellal
Joined ~Oct 2024
Bachelor’s — Computer Software Engineering
FST Errachidia, Morocco
2021 – 2024
President — Code Crafters
FST Beni Mellal CS/AI student club · Jan 2024 – Present
03 — Experience
DIGEX
Legaliox.com
Code Crafters
04 — Skills
From Transformers and document AI to full-stack web — evidenced by public repos and Hub models.
05 — Contact
Looking for a 2026 Internship