À propos de Zakaria
Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Espagnol
Capacité professionnelle limitée
Arabe
Bilingue ou natif
Chinois
Notions
Expériences
- BNP ParibasMachine Learning EngineerBANQUE & ASSURANCESseptembre 2025 - Aujourd'hui (9 mois)Paris, France- Design, develop, and deploy advanced Deep Learning models (NLP & Computer Vision) within production-grade MLOps pipelines.- Build and maintain CI/CD pipelines to accelerate ML workflows, ensuring reproducibility, scalability, and continuous delivery.- Promote best practices across the ML lifecycle, including model versioning, automated testing, and workflow automation.
- UpcitiMachine Learning EngineerSECTEUR PUBLIC & COLLECTIVITÉSseptembre 2022 - juillet 2025 (2 ans et 10 mois)Paris, FranceReal-time edge-based computer vision applied to smart cities:- Designed and implemented end-to-end MLOps pipelines for data management, model training, validation, and deployment.- Plan, run and analyze experiments to select AI models/approaches reaching performance and quality goals.- Development and deployment of optimized computer vision packages on embedded devices following best practices.- Contributions to internal APIs and tools.- Supervised an internship on a bulky waste detection project, providing direction on research, data collection, model selection and optimization.Skills: Object detection & tracking, Pytorch, OpenCV, Minio (AWS S3 like), MLflow, Airflow, DVC, Rust, Python, FastAPI, PostgreSQL, Docker, Gitlab CI, Ansible.
- CoddityData & Software EngineerTÉLÉCOMMUNICATIONSjanvier 2020 - septembre 2022 (2 ans et 8 mois)Paris, FranceData mining for decision making applied to telecommunications services at SFR (french telecommunications company):- Run experimentation of fraud detection models/approaches on payments through telco operator bill.- Development of a software to monitor and optimize the management of technical interventions.Skills: Python, PostgreSQL, Flask, Scikit-learn, Spark, ElasticSearch, Kibana.
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Formations
- Msc Computer Sciences & EngineeringUTC - University of Technology of Compiègne2020
- Computer Science & EngineeringUniversity of Shanghai2020