À propos de Sami
Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Arabe
Capacité professionnelle complète
Expériences
- Vinci EnergiesMLOps/DevOps EngineerENERGIEjuin 2022 - juillet 2023 (1 an)Paris, France
- Nexus Docker registry administration .
- Setting up a MLOps pipelines based on Airflow.
- Deploy Azure Infrastructure using Terraform.
- Setting up a MLOps pipeline based on Azure DevOps.
- Automate data extraction from SAP using Azure Data Factory.
- Model monitoring with batch job for data drift detection with Azure Data Factory.
- MLflow versioning for tracking and reproducing experiments.
- Model deployment and inference with Azure Machine Learning and AKS.
- NokiaSoftware/DevOps EngineerTÉLÉCOMMUNICATIONSdécembre 2017 - septembre 2021 (3 ans et 10 mois)Paris, France𝗘𝘀𝘁𝗮𝗯𝗹𝗶𝘀𝗵𝗶𝗻𝗴 𝗮 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝘁𝗼 𝘀𝘂𝗽𝗽𝗼𝗿𝘁 𝗖𝗜/𝗖𝗗 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀:
- Installing kubernetes cluster on OpenStack platform.
- GitLab integration through gitlab-runner and Helm.
𝗧𝗶𝗺𝗲𝗱-𝗗𝗠𝗔 (𝗛𝗶𝗴𝗵 𝗳𝗿𝗲𝗾𝘂𝗲𝗻𝗰𝘆 𝗱𝗮𝘁𝗮 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴):- Design and implementation of a DMA algorithm in assembler on a coprocessor.
- Implementation of an API / linux driver for the management of the coprocessor.
- Implementation of functional tests on targets.
- Setting up a shared hardware platform for SoC testing.
- DMA benchmarking.
𝗖++ 𝗔𝗣𝗜 𝗳𝗼𝗿 𝗺𝗮𝗻𝗮𝗴𝗶𝗻𝗴 𝗮 𝗱𝗮𝘁𝗮 𝘀𝘁𝗿𝗲𝗮𝗺𝗶𝗻𝗴 𝘀𝘆𝘀𝘁𝗲𝗺:* Implementation of a code generation tool using Python.* Implementation of a C++ API.* Setting up CI/CD pipeline based on Gitlab-ci / Kubernetes.𝗜𝗣𝗖 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸:* Design and implementation of IPC mechanisms between an arm M3 arm and an arm A55.* Implementation of a linux Driver (A55).* Porting of Freertos for arm M3 and implementation of tasks.* Implementation of a build system with Cmake / Yocto.* Setting up CI/CD pipeline based on Gitlab-ci / Kubernetes. - STREAMCOREDevOps EngineerTÉLÉCOMMUNICATIONSjuin 2013 - décembre 2017 (4 ans et 6 mois)Paris, France
- Setting up a virtualization platform to simulate different network architectures using Vagrant and Ansible.
- Building a CI/CD platform infrastructure from scratch using Jenkins.
- VMware infrastructure management.
- Task automation with bash and python.
- Implementation of a web interface test tool with Python/Selenium.
- Design and Implementation of a test framework with Python.
- Implementation of a benchmarking tool for network probes with C/DPDK.
Recommandations
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Formations
- Post Master's Degree in Artificial intelligenceTélécom Paris2022
- Master in Networks and Computer Systems SecurityUniversité de Caen Normandie2013