AI Engineer, 10 years of experience including 4 on NLP/LLM systems in production. After several years on assignment (Airbus, Safran, CVG Medical, KPAM) designing and industrializing end-to-end AI pipelines, I'm now looking to settle into a long-term role within a large organization, carrying AI projects from design through to production. BERT/LLM fine-tuning, RAG architectures, LangGraph/MCP agents — a Deep Learning foundation alongside classic ML methods; since April 2026, specializing in agentic architectures and local LLM deployment, an edge computing approach mindful of AI ethics.
0 years
of experience
0k
Peak verbatims analyzed per study (KPAM)
0 → 600 reviews/s
Classification throughput after optimization (KPAM)
0h → 30min
Online form filling time, per case (CVG Medical)
Goals
- Keep up a sustained technology watch to stay current with the latest innovations, and highlight the most promising ones through my blog.
- Ensure the sustainability of the projects I work on, with a strong emphasis on frugality (financial and environmental), and on data security / privacy (hello GDPR).
- Put humanity first by championing what sets us apart from machines — the capacity to feel, create, and make conscious, deliberate choices. AI is only a tool meant to enhance our humanity, and I hope, reconnect us to it.
Skills
Core AI
Engineering
Professional experience
Apr. 2026 — Present (5 months)
AI Portfolio
Personal projects
A 4-month dedicated period focused on deepening my Generative AI engineering skills through hands-on projects. Developed Legitifier, a tool to analyze GitHub repositories and detect potential AI-generated scam projects. Built pebrian.fr, my professional website featuring a technical blog, portfolio, and résumé. Developed Claudeus, a Dockerized Claude Code environment with controlled permissions and an egress firewall for secure AI-assisted development workflows. Developed Mjolnir Agent, an autonomous web agent running 100% locally on a consumer-grade GPU — a demonstration of hardware-constrained optimization (edge computing) — with human approval tiers and a performance benchmark.
PythonLangGraphPyTorchCUDARAGLLMAI AgentsMar. 2025 — Mar. 2026 (1 year)
AI Engineer (Freelance)
KPAM
Designed & built the Athena software suite to replace 15 legacy Excel/VBA tools in customer experience analytics. Pipeline handling up to 60k verbatims per study. Industrialized and optimized inference in production: ×200 on BERT classification (multilingual batching, GPU activation), ×55 on LLM inference (async processing). Deployment, monitoring and operational maintenance for 11 business users.
PythonNLPBig dataLLMBERTOpenAI APIGitHubFine-tuningNERReverse engineeringCoding agentsTestingFreelancingTechnology watchJul. 2024 — Jan. 2025 (6 months)
Business Analyst (Temporary)
Airbus
Quality interface between the offshore team and the client: test-based validation of the FlowMetrics project, built a supply chain POC.
TestingBusiness AnalysisBig dataSupply ChainAWSJan. 2024 — Mar. 2025 (1 year 2 months)
Software Engineer (Freelance)
CVG médical (part-time mission, concurrent)
Designed & built SmartCry (RPA) to automate responses to public hospital tenders in France. Online form filling time per case cut from 15h to 30min.
PythonPlaywrightRPAAutomationMonitoringFreelancingJul. 2022 — Nov. 2023 (1 year 4 months)
Product Management Business Partner (Freelance)
Airbus
Managed digital projects and data development in aeronautical industrial production (A350/A330 programs).
PythonPySparkProduct ManagementBig dataAerospaceFreelancingReportingBudget forecastingTime seriesLead timeJun. 2022 — Jul. 2022 (1 month)
DevOps Engineer (Freelance)
Digitcuto
Short mission: built continuous integration tooling for a client in medical robotics.
PythonCI/CDJamaGitlabRoboticsMedicalFreelancingOct. 2021 — Jul. 2022 (9 months)
Mentor (Freelance)
OpenClassrooms
Mentored more than 40 students on the "Python App Developer" track & assessed final project defenses.
PythonMentoringTeachingAssessmentFeb. 2018 — Mar. 2021 (4 years)
Consulting Software Engineer (Permanent)
Inetum, Néo-Soft
Versatile developer on multi-client missions in aerospace and industry — Safran, Spherea, SCLE/SFE, TBS — growing into a technical lead role (overseeing 2 developers).
PythonDjangoDjango Rest FrameworkAgileTechnical LeadOct. 2017 — Jan. 2018 (4 months)
Developer (Internship)
DECASOFT
Designed & built a database migration solution for the Paris Chamber of Commerce (CCI) & maintenance (TMA) on the Ecoscope search platform.
PostgreSQLElasticsearchJun. 2016 — Mar. 2017 (10 months)
Developer (Freelance)
Sématique SARL, Labège
Built an application to search for alternative medicine practitioners in France.
PythonMongoDB
Education
Jun. 2026
Engineering degree in Computer Science and Information Systems (ISI)
Université de Technologie de Troyes (UTT)
Obtained through VAE while working full-time — an academic validation of 10 years of practice.
VAEInformation SystemsJan. 2018
Professional certification as software designer / developer
AFPA (Balma)
Java / JEE.
JavaJEE2006
Scientific Baccalaureate, Physics specialization
Lycée Bagatelle (Toulouse)
Science-focused track.