Profile
Software engineer for 10 years, specialized in generative AI since 2025. I industrialize NLP/LLM systems in production: at KPAM, the Athena suite replaced 15 legacy tools and multiplied classification throughput by 200. I'm looking for a permanent position to carry AI projects from design through to production.
Professional experience
Independent GenAI R&D — open source projects
Apr. 2026 — Present
Personal projects
- Mjolnir Agent: 100% local web agent (consumer-grade GPU), benchmark 29/33 tasks passed (88%).github.com/p3bri4n/mjolnir-agent
- Claudeus: secured Docker sandbox (egress firewall, no host exposure) for Claude Code.github.com/p3bri4n/claudeus
- Legitifier: detects fraudulent AI projects on GitHub (heuristics + LLM analysis).github.com/p3bri4n/legitifier
Stack · Python, LangGraph, PyTorch, CUDA, RAG, LLM, MCP, LLM evaluation, 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 (BERT, OpenAI), NER
Business Analyst (Temporary)
Jul. 2024 — Jan. 2025 (6 months)
Airbus — FlowMetrics project, supply chain POC.
Software Engineer (Freelance)
Jan. 2024 — Mar. 2025 (1 year 2 months)
CVG Medical (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 — A350/A330 programs, reporting & budget forecasting.
Consulting Software Engineer
Feb. 2018 — Mar. 2021 (3 years 1 month)
Inetum, Néo-Soft — Permanent
- Technical lead (overseeing 2 developers) on multi-client missions in aerospace and industry — Safran, Spherea, SCLE/SFE, TBS.
- Implemented an SSO/OAuth2 service (Spherea, TypeScript microservices).
Stack · Python, Django, Django Rest Framework, Angular, REST API / microservices, Agile, Technical Lead, SSO/OAuth2
Earlier experience (2016–2022)
Mentor (Freelance)— OpenClassroomsOct. 2021 — Jul. 2022 (9 months)
Developer (Internship)— DECASOFTOct. 2017 — Jan. 2018 (4 months)
Developer (Freelance)— Sématique SARL, LabègeJun. 2016 — Mar. 2017 (10 months)