[01] — About

Software Architect with 5 years building production-grade systems: distributed backend (Go/Python), network automation, DevOps, observability, and security.

Designing complex systems at the intersection of networking, simulation, and AI: satellite network (real-time latency, dynamic topology), LLM-based automation pipelines, and high-performance backend architectures.

Focus on applied AI from a systems perspective: reliability, latency, validation, and integration into real-world infrastructure over isolated experimentation.

Published work on LLM-driven network automation. Founder of NZR Labs.

Based in Paris, France. Exploring AI Engineering opportunities
(remote worldwide).

[02] — Experience

2021 — present

NXO France — Software Architect (NetDevOps)

  • Satellite network: Go backend for real-time latency simulation (distance-based), dynamic topology, and link degradations
  • Mathematical modeling (3D geometry, orbital motion) and simulation algorithms (event-driven loops, dynamic graph/state evolution)
  • API design bridging frontend and network emulation platforms for topology and link control
  • Generative AI for network automation: LLM-based config parsing into structured JSON (multi-vendor)
  • Model optimization: LoRA fine-tuning, teacher-student pipelines, validation layers to mitigate hallucinations
  • Network automation CLI in Go (plugin architecture, SSH, full API), including cryptographic mechanisms and license/key management system
  • Backend systems: Python/Django platforms, high-performance monitoring (Go, async messaging)
  • DevOps: Docker, Nautobot, Vault, Prometheus, Grafana, GitLab CI/CD, gRPC architectures

2023 — present

NZR Labs — Founder

  • Offensive security consulting and auditing
  • Penetration testing (web, infrastructure, network)
  • DFIR and incident response

[03] — Projects

2026

Silent Security Drift in LLM-Driven Network Automation

Empirical research on LLM-induced security vulnerabilities in automation systems.

PDF GitHub

2022

Skorpio

Stack-oriented programming language.

GitHub

2022

sm0rtbuff3rb0yz

CTF team (co-founder) — offensive security competitions.

Site

[04] — Publications

2026

Silent Security Drift in LLM-Driven Network Automation

Empirical analysis of LLM-induced security vulnerabilities in network automation.

Read paper →

2023

Introduction to AI Applied to Network Automation

NLP applications in network automation — arXiv preprint.

arXiv →

[05] — Skills

Languages
Go · Python · JavaScript
AI / LLM
LLM APIs · RAG · Agents · Evals
Systems
Distributed Systems · gRPC · REST
DevOps
Docker · Prometheus · Grafana · Vault · GitLab CI
Automation
Nautobot · Nornir · NAPALM · Jinja2
Security
Security Auditing (Web/Infra/Network) · DevSecOps · Code Analysis · CVE Assessment