Data Scientist & AI Engineer
I'm a Data Scientist and AI Engineer who turns real operational challenges into practical AI solutions. I develop computer vision and intelligent information systems that digitalize workflows, improve access to information, and automate repetitive processes—helping teams make better decisions and work more efficiently.
Developed an AI-powered visual inspection solution to detect residue on phosphate wagons, using real-time video analysis. The system includes an application for inspection configuration, result analysis, and KPI monitoring.
Open the project note ↗Automated Inspection / Computer Vision / Industrial AI
Developed an AI-powered solution combining computer vision and OCR to identify railway components and simplify spare-parts searches. The project included data preparation and tools for continuously enriching the component reference dataset.
Open the project note ↗Computer Vision / Industrial AI / OCR
Deep Learning / Image Segmentation / Medical Imaging
Developed and optimized a 3D U-Net deep learning model for brain tumor segmentation using multimodal MRI scans, focusing on identifying tumor regions through volumetric medical image analysis.
Computer Vision / Driver Assistance / Embedded AI
Designed and deployed a low-cost embedded driving assistance system that recognizes Moroccan traffic signs in real time and provides multilingual voice guidance to help drivers stay informed while reducing visual distraction.
Generative AI / Information Retrieval / Retrieval-Augmented Generation
Developed a retrieval-augmented generation (RAG) assistant to centralize hospital information in Morocco, combining automated data collection, document extraction, SQL-based data organization, and natural-language question answering.
Deep Learning / Multimodal Learning / Recommendation Systems
Developed a multimodal recommendation system for click-through-rate prediction, exploring deep learning architectures that combine multiple data modalities to improve recommendation performance.
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2020–2024
Read source ↗2024–2026
Read source ↗2025–2026
Read source ↗During my Data Scientist internship at the Moroccan High-Speed Train Maintenance Company (SIANA), I worked on digitalizing railway component identification and spare-parts information workflows in a maintenance and supply-chain context.
Read source ↗During my Data Scientist internship at ONCF Group, I worked on digitalizing visual inspection in a railway operations context, supporting inspection monitoring, results analysis and operational decision-making.
Read source ↗Roles, study and continued learning.
Certifications · No public records
During my Data Scientist internship at ONCF Group, I worked on digitalizing visual inspection in a railway operations context, supporting inspection monitoring, results analysis and operational decision-making.
AI-generated illustration.
During my Data Scientist internship at the Moroccan High-Speed Train Maintenance Company (SIANA), I worked on digitalizing railway component identification and spare-parts information workflows in a maintenance and supply-chain context.
AI-generated illustration.
Sidi Mohamed Ben Abdellah University, Fez
Dual-degree program with Sorbonne Paris North University
Sidi Mohamed Ben Abdellah University, Fez
I'm a Data Scientist and AI Engineer with a dual Master's background in Data Science and Decision Support.
Through my work in railway inspection and maintenance, I've developed computer vision and AI-based solutions addressing real operational challenges.
Beyond industrial applications, my projects explore embedded AI, medical image segmentation, retrieval-augmented generation, and multimodal recommendation systems.
No linked public project.
For collaboration, professional opportunities, or discussions around AI and Data Science.