Freelancer profile translated to English.
Back to original languageAbout Mohammed
AI Leader, specializing in Generative AI, LLMs, RAG systems, Deep Learning, Data Science, and MLOps.
Over 12 years of experience in leading AI teams, managing complex programs, and designing large-scale Data/AI products (IoT, NLP, Computer Vision, Recommender Systems, Time Series).
Currently Head of Hypervision (Data Science) at Gireve, where I structure and lead the AI strategy, Data product roadmap, model architecture, and MLOps industrialization.
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Can work on-site
Maisons-Laffitte (up to 50km)
Experience
- GireveLead Data Scientist – Head of HypervisionDecember 2024 - Today (1 year and 6 months)Leading and structuring the AI / Data Science teamDefining AI strategy, product roadmaps, data governanceInternal Generative AI Architecture: LLMs, embedding pipelines, RAGDesigning analytical models: charging behaviors, predictions, scoringSupervising models in GCP production environment (quality, monitoring, MLOps)Strategic interface with CPO, CTO, Product teams, and industrial partners
- Symphony3DLead Data Scientist / AI Program Manager – Generative & 3D AIDecember 2022 - November 2024 (1 year and 11 months)3D ML Architecture: 3D U-Net, 3D ResNet, automated segmentationIoT Pipelines (MQTT) + AWS cloud processing (Sagemaker, Lambda, EKS)Backlog management, SRS scoping, design thinkingCI/CD + MLOps implementation
- Veolia – Smart MembraneLead Data ScientistJanuary 2022 - November 2022 (10 months)Anomaly detection (RNN), production incident preventionForecasting (DeepAR, Prophet), advanced business normalizationMLFlow + SageMaker industrializationIoT Data Architecture
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Education
- Specialized Master's in ScienceFaculty of Sciences Fes, Sidi Mohamed Ben Abdellah University2012Master Spécialisé en sciences
- Fundamental License in Mathematical Sciences and Computer ScienceFaculty of Sciences Fes, Sidi Mohamed Ben Abdellah University2010Licence Fondamentale en Science Mathématiques et informatique