Freelancer profile translated to English.
Back to original languageAbout Mohamed
I am a software integrator / DevOps engineer with over 15 years of experience in telecommunications, test automation, and continuous integration.
Throughout my career, I have supported companies like Bouygues Telecom, Sagemcom, and Cisco in setting up and optimizing their software environments, from development to validation.
=> Added value for your projects:
Reduced time to production through automation.
Improved software quality via robust DevOps processes.
Experience in complex environments (telecom, embedded, cloud).
Based in the Paris region, I work on-site and/or remotely.
French
Native or bilingual
Arabic
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Bouygues TelecomTEAM LEAD - DEVOPS & Test AutomationTELECOMMUNICATIONSJanuary 2021 - Today (5 years and 7 months)Meudon, FranceTeam Lead – DevOps & Test AutomationBouygues Telecom (Independent) — MDB Project (Box Wall / Bbox)Infrastructure & Test Automation:• Setup and maintenance of automated test infrastructure for Internet Boxes (Bbox) — real-time Linux environment on a segmented network.• VLAN configuration and management to isolate test environments.• Automated deployment of development environments using Ansible on team PCs.• Orchestration of test campaigns in Docker containers; automatic publication of results on the team's web portal.• Automation of tests in Python and Shell on Wi-Fi 802.11ax (IEEE) protocols; log analysis and creation of qualified tickets.AI Agent & Log Analysis — Innovation:• Design of a multi-level AI agent pipeline for automated analysis of test campaign logs (files ~100 MB).• Reading and analysis of log files and intelligent deduplication of errors for massive reduction of LLM tokens.• Multi-agent architecture: rapid triage (P0/P1/P2), in-depth analysis of critical errors, code review, detection of cross-campaign patterns.• Local LLM Backend: Ollama + Qwen2.5-Coder 32B (NVIDIA Quadro P4000 GPU) — total confidentiality, no data exposed to the internet.• Secure cloud fallback: Claude Sonnet (Anthropic API) as a managed alternative.• Whitelist of false positives (FP001–FP010), AST resolution of Python dependencies.Team Leadership:• Technical interface between the validation team and the development team; leadership of quality processes.Stack: Python · Selenium · Docker · Ansible · AWS · Raspberry Pi · MongoDB · GIT · Ollama · LLM API · Wireshark · ALM Quality Center · Confluence
- SAGEMCOMSOFTWARE INTEGRATION / DEVOPS MANAGERTELECOMMUNICATIONSJanuary 2018 - December 2020 (3 years)Rueil-Malmaison, FranceProject: Middleware Integration Manager for the Wi-Fi repeater project for several Telecom operators (British Telecom/Bouygues…)Missions:- Integration of Wi-Fi functionalities: Datamodel verification, SSID, BSSID, Roaming and Band Steering Management.- Generation of official versions delivered to the validation team and then to the client.- Participation in defining new processes to improve the quality of deliverables in validation.- Continuous Integration: Docker + Jenkins Pipeline (Blue Ocean)/Groovy + Raspberry.- Deployment and server configuration with Ansible.- Automation of compilation and tests: Compilation in a Docker environment then testing the generated binary by executing Python tests (PyTest).- Automatic backup of artifacts on the Nexus server.- Automation of changelog retrieval committed in a specific version.- Code quality monitoring via klocwork.- Kernel and driver integration provided by Broadcom.- Configuration and startup of new boards with Sagemcom middleware.- Bug investigation.- Creation of associated documentation.- Testing and validation of functionalities.Technical Environment:- IEEE 802.11ax, Real-time Linux, OpenWRT project, Ansible, Docker, Broadcom Drivers, pytest,- Shell/bash Scripts, Python, Perl, Bugzilla, Confluence,- Gitlab, GIT, Nexus, Jenkins, klocwork, Wiki, Wireshark,- Ubuntu Linux, Windows.
- PRESTATION – CLIENT « BOUYGUES TELECOM »EMBEDDED SYSTEM INTEGRATION ENGINEERTELECOMMUNICATIONSSeptember 2015 - December 2017 (2 years and 4 months)Meudon, FranceProject: Middleware Integration for various STBsMission:• Integration of functionalities for Legacy, Sensation, and Miami STBs• Investigation and bug fixing• Ensuring the quality of the deliverable and delivery times, jointly with developers and engineering• Monitoring and overseeing continuous integration processes• Testing and validation of functionalitiesTechnical Environment:• Real-time Linux, Intel and ST platforms, Nagra CAK, Verimatrix, Android• Shell/bash scripts, Python, Perl• Redmine, GIT, SVN, Jenkins, RTC (Rational Team Concert), Wiki, Wireshark• Ubuntu Linux, Win
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Education
- University Technology Diploma in Systems and Network AdministrationHigher Institute of Computer Science of Tunis, Tunisia2005
- National Engineering Diploma in Networks and TelecommunicationsHigher Institute of Computer Science of Tunis, Tunisia2008