Profile
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.
Professional experience
AI Portfolio
Apr. 2026 — Present (5 months)
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.
Stack · Python, LangGraph, PyTorch, CUDA, RAG, LLM, AI Agents
AI Engineer (Freelance)
Mar. 2025 — Mar. 2026 (1 year)
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.
Stack · Python, NLP, Big data, LLM, BERT, OpenAI API, GitHub, Fine-tuning, NER, Reverse engineering, Coding agents, Testing, Technology watch
Business Analyst (Temporary)
Jul. 2024 — Jan. 2025 (6 months)
Airbus
- Quality interface between the offshore team and the client: test-based validation of the FlowMetrics project, built a supply chain POC.
Stack · Testing, Business Analysis, Big data, Supply Chain, AWS
Software Engineer (Freelance)
Jan. 2024 — Mar. 2025 (1 year 2 months)
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.
Stack · Python, Playwright, RPA, Automation, Monitoring
Product Management Business Partner (Freelance)
Jul. 2022 — Nov. 2023 (1 year 4 months)
Airbus
- Managed digital projects and data development in aeronautical industrial production (A350/A330 programs).
Stack · Python, PySpark, Product Management, Big data, Aerospace, Reporting, Budget forecasting, Time series, Lead time
Mentor (Freelance)
Oct. 2021 — Jul. 2022 (9 months)
OpenClassrooms
- Mentored more than 40 students on the "Python App Developer" track & assessed final project defenses.
Stack · Python, Mentoring, Teaching, Assessment
Consulting Software Engineer (Permanent)
Feb. 2018 — Mar. 2021 (4 years)
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).
Stack · Python, Django, Django Rest Framework, Agile, Technical Lead
Developer (Internship)
Oct. 2017 — Jan. 2018 (4 months)
DECASOFT
- Designed & built a database migration solution for the Paris Chamber of Commerce (CCI) & maintenance (TMA) on the Ecoscope search platform.
Stack · PostgreSQL, Elasticsearch
Developer (Freelance)
Jun. 2016 — Mar. 2017 (10 months)
Sématique SARL, Labège
- Built an application to search for alternative medicine practitioners in France.
Stack · Python, MongoDB