Freelancer profile translated to English.
Back to original languageAbout Mohamed
AI Engineer specialized inLLM**, **RAGsystems, and document automation (OCR**, **NLP**, **Computer Vision).
I help companies transform their unstructured data into concrete and actionable solutions:
- Intelligent document extraction (invoices, certificates, medical records)
- Implementation ofRAGsystems for advanced search and QA
- Development of multimodal models (VLM)
- Deployment of robustMLOpspipelines (Docker**, **Kubernetes)
💡 Typical Use Cases:
- Document processing automation
- Analysis and structuring of unstructured data
- Semantic search and AI assistants
- Computer Vision applied to documents
🔧 Stack:
Python, PyTorch, Transformers, LangChain, FastAPI, Docker, Kubernetes
🎯 My goal:
deliver robust, scalable, and production-ready AI solutions.
Available for freelance missions and advanced AI projects.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- NEURODATAAI EngineerMarch 2023 - July 2024 (1 year and 4 months)Québec, Canada• Fine-tuned TrOCR and DONUT models to handle multilingual handwritten documents, diverse layouts, and unstructured content for tasks such as key-value extraction and fraud detection in medical insurance.• Developed table extraction systems to convert invoice tables into structured Excel format.• Trained CycleGANs to denoise and enhance the resolution of low-quality scanned documents.• Fine-tuned BERT and GPT models for Arabic-to-French translation and transliteration.• Implemented Retrieval-Augmented Generation (RAG) with LangChain for Document Visual Question Answering (VQA), enabling accurate information extraction from complex documents.
- Zinki AIAI EngineerAugust 2024 - Today (1 year and 10 months)Doha, Qatar• Developed and optimized VLM models focusing on multi-modal learning.• Implemented RAG systems for enhanced data retrieval and generation.• Engineered OCR solutions for multilingual document processing.• Contributed to semantic search, certificate validation, and document extraction.• Applied MLOps practices for deploying and maintaining AI models in production.
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Education
- National Engineering Diploma inEsprit University2024National Engineering Diploma in
- Preparatory Engineering StudiesPreparatory Institute for Engineering Studies2021Preparatory Engineering Studies