Idir Mellaz

NetDevOps Engineer | Network Automation & Orchestration

Salary / Daily rate

Paris, France

Freelance

Skills

PythonGrafanaKubernetesDevOpsAILLMs / Large language modelsAnsibleFirebaseFastAPIRESTful APIsTerraformPostgreSQLMySQLETLEmbedded SystemsDockerSeleniumLinuxGitPrometheusSystem & Network Administration

Languages

French (Native)English (Fluent)

About me

Intro

NetDevOps Engineer | Network Automation & Orchestration | Agentic AI Automation, NetDevOps & Cloud Engineer building API-driven, IaC-powered agentic systems for telecom and cloud environments. I design and operate network automation platforms and orchestration pipelines that eliminate manual operations at scale. Currently contributing to iAF (Iliad Automation Framework), an internal SMO platform automating end-to-end network equipment deployment across large-scale infrastructures. My work sits at the intersection of NetDevOps, Cloud, and Agentic AI: moving from static automation to autonomous, context-aware systems that detect, decide, and act. I build agentic workflows integrating observability, policy-as-code, and API-driven orchestration for scalable, self-healing operations. I publish technical content on Agentic AI, DevOps, and AI-native infrastructure systems: https://idir-mellaz.fr/ Key topics: • Agentic AI in DevOps and autonomous system design • Context engineering for LLM systems beyond RAG • AI-driven orchestration for cloud-native infrastructure • Evolution of NetDevOps toward intelligent automation Stack: Python-first, API-driven, GitOps-native. Prefect for workflow orchestration, FastAPI/Flask for APIs, PostgreSQL + SQLAlchemy for state, Docker & Kubernetes for deployment, Ansible & Terraform for infrastructure automation. At Free, I deliver production-grade automation systems: designing orchestration workflows, integrating APIs, building deployment pipelines, and ensuring reliability via CI/CD and observability. I translate operational constraints into deterministic automation logic reducing manual intervention and improving resilience. Previously, I worked on RAN performance & optimization at Bouygues Telecom and Orange, focusing on telecom KPIs, network behavior, and large-scale performance analysis. Core competencies: • Network Automation & Orchestration (Prefect, event-driven workflows) • Agentic AI systems & autonomous infrastructure design • API Design & Integration (FastAPI, Flask, REST, Pydantic) • Infrastructure as Code (Ansible, Terraform, Proxmox) • CI/CD & GitOps (GitLab CI pipelines) • Containers & Cloud Native (Docker, Kubernetes, Helm) • Observability (Prometheus, Grafana, OpenSearch) • High-performance networking & traffic analysis (DPDK) I operate a self-hosted bare-metal lab (Proxmox, Ceph, ZFS) where compute, storage, and CI/CD are fully automated with production-grade principles. Focus: building autonomous, scalable, observable systems where infrastructure behaves like software-and increasingly like agents.

Links

Work experience

NetDevOps Engineer

Free - Groupe iliad

Nov 2022 - Present

4 years

Paris, France

• Implemented alerting and monitoring solutions for RANsharing using Grafana, MySQL, and Docker. • Automated Drive Test report analysis for inter-operator benchmarking (Python). • Developed TEASSD, an IP troubleshooting tool based on BBR & CUBIC algorithms (Bash, Python, Flask, Streamlit). • Designed a web browsing simulation tool generating PCAP files for network performance analysis, leveraging DPDK for high-speed packet capture and deep traffic inspection. • Built Core Web Vitals analysis pipelines using Selenium and Chrome Performance APIs Integrated Grafana and InfluxDB for real-time visualization of network performance trends. • Validated and deployed new software on network nodes (Debian-based Linux). • Collaborated with partners (Nokia, nPerf, OpenSignal) for incident follow-up and software validation.

RAN performance and optimization Engineer

Bouygues Telecom

Dec 2020 - Dec 2022

2 years 1 month

78140 Vélizy-Villacoublay, France

QoS-QoE Engineer for Bouygues Telecom - DAVIDSON Consulting - Monitoring and analysis of quality indicators (KPIs). - Identifying daily performance degradations and initiating corrective or improvement actions. - Handling open incidents related to Radio issues (Coverage / KPI degradation for Voice & Data, across all technologies 2G/3G/4G & 5G). - Managing inter-vendor neighbor relations (HUA/ERC). - Proposing physical optimization solutions for coverage issues due to CROZON/NewDeal projects or radio site dismantling. - Conducting specific technical studies to enhance voice and data service quality for 3G/4G/5G. - Drafting technical instructions, including the interfacing matrix with other Bouygues entities. - Participating in major incident cell meetings to resolve mass complaints. - Testing and deploying new LTE/5G features. - Providing radio expertise on network parameterization and functionalities.

5G Green RAN & Benchmark

Orange

Feb 2020 - Dec 2020

11 months

92320 Châtillon, France

5G RAN power consumption measurement, modeling, and optimization: - Analyze and propose solutions to reduce the energy consumption of 5G mobile access networks. - Study the 5G portfolio of industrial partners to reduce energy consumption in mobile access networks (products, functionalities, and energy management rules). - Conduct a comparative analysis (benchmark) of solutions/products from different 5G vendors. - Model the energy impact on Orange networks with the introduction of 5G. - Participate in testing campaigns for new 5G products/solutions.

Software Engineer Internship

Transalley

Feb 2019 - Jul 2019

6 months

59300 Valenciennes, France

Master's degree internship at the Transalley technopole for innovative and sustainable mobilities: Development of an embedded system based on an Android application 'SmartPark' for traffic management: - Parking Management Server (PMS): Monitor all parking spaces and manage user counting. - IoT Hardware Platform: Connect parking spaces to PMS and detect vehicle presence or absence. - Mobile App: Provide a user-friendly interface to help drivers find parking spaces. Technical Environment: Java/Atmega32/Android Studio/C, C++/Firebase/SQLite/Sensors"


Education

University of Lille 1 Sciences and Technology

Licence, Ingénierie électrique et électronique

INSA Hauts-de-France

Master ISECOM, Embedded Systems Engineering and Mobile Communications


Licenses & certifications

Tavily Web Search API Certification

Issued: May 2026

Certified by Tavily

Introduction to Retrieval Augmented Generation

Issued: Apr 2026

Certified by IBM

Al Fluency Framework & Foundations

Issued: Mar 2026

Certified by Anthropic

Building with the Claude API

Issued: Mar 2026

Certified by Anthropic

Claude Code in Action

Issued: Mar 2026

Certified by Anthropic

Introduction to Model Context Protocol

Issued: Mar 2026

Certified by Anthropic

Model Context Protocol: Advanced Topics

Issued: Mar 2026

Certified by Anthropic

LFS261: DevOps and SRE - Implementing Continuous Delivery

Issued: Jan 2025

Certified by The Linux Foundation

LFS258: Kubernetes Fundamentals

Issued: Oct 2024

Certified by The Linux Foundation

Securing Projects with OpenSSF Scorecard

Issued: Jul 2024

Certified by The Linux Foundation

Green Software for Practitioners

Issued: Jun 2024

Certified by The Linux Foundation

AWS Cloud Practitioner Essentials

Issued: Apr 2024

Certified by AWS

5G General Network Planning and Optimisation - Expert

Issued: Jan 2024

Certified by NOKIA

LFS207: Linux System Administration Essentials

Issued: Oct 2023

Certified by The Linux Foundation

LFS162: Introduction to DevOps and Site Reliability Engineering

Issued: Oct 2023

Certified by The Linux Foundation

Containers Fundamentals

Issued: Jun 2023

Certified by The Linux Foundation

OpenStack and NFV (TelcoCloud)

Issued: Jun 2023

Certified by Udemy

NDG Linux Unhatched

Issued: May 2023

Certified by Cisco Networking Academy

LFS203: Linux for Cloud Technicians Essentials

Issued: May 2023

Certified by The Linux Foundation

5G General Network Planning and Optimisation - Expert

Issued: Apr 2023

Certified by NOKIA

Administration système Linux

Issued: Apr 2023

Certified by LinkedIn

HCIA-5G V1.0

Issued: Oct 2021

Certified by Huawei

EPC Network

Issued: Oct 2021

Certified by Huawei

Python Essentials 1

Issued: Oct 2021

Certified by Cisco

Python Essentials 2

Issued: Oct 2021

Certified by Cisco

O-RAN: The 5G Path Forward

Issued: Sep 2020

Certified by Keysight Technologies

Understanding 5G Dynamic Spectrum Sharing (DSS)

Issued: Sep 2020

Certified by Keysight Technologies

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