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Work Background
Senior Bi and analytic consultant
ciments du marocSenior Bi and analytic consultant
Dec. 2025 - Jan. 2026Morocco, Casablanca>> Designed and implemented Power BI data and reporting models : • Built multi‑fact star schemas • Performed data transformation and normalization • Optimized Power BI performance and visual design • Delivered dynamic, business‑oriented dashboards Tools: Power BI, DAX, Power Query
Data and Ai tech lead
JESA S.AData and Ai tech lead
Oct. 2023 - Dec. 2025>> Big Data & AI Platform on Azure : • Designed and deployed a scalable Big Data & AI architecture across DEV / PRE‑PROD / PROD • Built end‑to‑end pipelines for ingestion, feature engineering, training, and deployment • Implemented reinforced network security (FQDN filtering, restricted outbound traffic, VNet + Private Endpoints, NSG segmentation) • Ensured full AI/Data service isolation compliant with security requirements • Delivered the first predictive use case on the new platform (Synapse + Azure ML + AKS) >> HSE Predictive Platform : Role Solution Architect– Lead Data Scientist – Scrum Master • Designed the technical architecture, analytical framework, models, and data structures • Automated training, scoring, and prediction publishing using Azure ML and Azure DevOps • Led cross‑functional teams (Data, HSE, Digital) as Scrum Master • Managed backlog, sprint planning, and delivery cadence • Designed CI/CD pipelines for the application connected to Azure ML scoring engine and operational data sources Tools: Azure ML, Synapse, Data Factory, Python, Azure DevOps pipelines, AKS, Azure Postgres, WSGI >> J-Control Tower — 360° EPC Project Platform (3D, Dashboards, CCTV, Drones, Chatbot): Role Functional & Technical Architect – AI/Analytics Lead – Scrum Master • Integrated Autodesk APS for 3D visualization, metadata extraction, and model synchronization • Integrated CCTV feeds to enable 360° operational project visibility • Led architecture across application, data, integration, performance • Coordinated multidisciplinary teams (Frontend, Backend, Data, AI, Cloud, Security, Business) • Designed a multi‑agent chatbot architecture routing queries to appropriate data sources (SharePoint, PostgreSQL) • Implemented Azure AI Search indexing, Azure AD SSO, quota tracking, fine‑grained permissions, and background tasks (Django/Celery) • Developed three collaborative agents extracting insights from SharePoint Excel files and executing warehouse queries Tools: Autodesk ( ACC , APS ) ; Genetec ; Azure Kubernetes services ; Azure Ai search ; Azure Ai foundry ; Azure Blob Storage ; Azure Synapse Analytics ;
Data Scientist
inwiData Scientist
Jun. 2023 - Oct. 2023Morocco, Casablanca>> Improvement and optimization of data pipelines : • Optimized and improved production data pipelines • Reduced execution time by redesigning Spark cluster configuration • Improved churn prediction model performance • Reviewed and enhanced ETL, training, and inference logic • Defined Spark infrastructure requirements for DEV and PROD Tools: PySpark, python, Jira, Hue, Airflow
Responsable data scientist
Orange MarocResponsable data scientist
Dec. 2019 - May. 2023>> Migration Propensity & Recommendation: • Designed prediction and recommendation systems to migrate customers from prepaid to postpaid • Optimized large‑scale data mining processes across multiple sources • Built customer scoring systems for business and marketing teams • Optimized cost/revenue functions to maximize migration value • Monitored post‑deployment model and campaign performance Tools: sk-learn, keras, , sparkML, SAS Enterprise Miner , SAS Enterprise Guide
Data Scientist
POLE ConsultingData Scientist
Jan. 2018 - Dec. 2019Préfecture de Casablanca, Morocco>> Travail sur plusieurs use cases de classification, clustering et de recommandation dans divers domaines :Banque, Télécom… >> Permettre aux clients de réduire leurs coûts, générer des ROI et de répondre à leurs enjeux métiers à travers des solutions concrètes. >> Travail sur la qualité et l’analyse des données pour une plate-forme« Analytics Pole » conçue pour les clients afin de mieux évaluer leur marché potentiels : https://analytics.poledev.io >> « Trend Prediction » : Elaboration des modèles de prédiction future des indicateurs économiques, sociales et monétiques de « Analytics Pole » pour une plate-forme interactive. (Travail en cours)
Freelance Trainer
Looking for a Job NowFreelance Trainer
Aug. 2017 - Jan. 2018Casablanca Prefecture, Morocco
SAM mutiplier analysis of the Moroccan social accounting matrix
Haut Commissariat au PlanSAM mutiplier analysis of the Moroccan social accounting matrix
Mar. 2017 - Jun. 2017RabatSAM multiplier analysis of economic and trade policy based on the Moroccan SAM 2013
évalutaion des recettes voyages, cas du Maroc
L'OFFICE DES CHANGESévalutaion des recettes voyages, cas du Maroc
Jul. 2016 - Sep. 2016Rabata time-series analysis and modeling of the monthly observations of travel reciepts of Morocco
Recensement général de la population et de l'habitat 2014
Haut Commissariat au PLanRecensement général de la population et de l'habitat 2014
Jul. 2014 - Sep. 2014Casablanca, Grand Casablanca, Moroccocontrôleur
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