Freelancer profile translated to English.
Back to original languageAbout Dominique
Senior AI Engineer & MLOps Consultant — Applied AI in Production
Master Artificial Intelligence (DataScientest / Mines Paris PSL, RNCP Level 7) finalizing June 2026, with several GenAI projects industrialized in production:
- Plumesenvue: AI booktrailer SaaS in production, FastAPI + n8n + LLM agents stack, 1,310+ automated tests
- Multi-tenant RAG (rag.sbdg-ia.fr): Qdrant + Ollama + FastAPI architecture, strict segregation, fully self-hosted
- Champy Classifier (AI Master project): complete MLOps pipeline (PyTorch, MLflow, DVC, ONNX, Prometheus/Grafana, GitHub Actions CI/CD), 90% accuracy on 700,000 images
- Personal agent with MCP orchestration: multi-tool connection (Google Calendar, Gmail, Drive)
My differentiator:
25+ years in critical 24x7x365 environments:
- 15 years at SNCB-Infrabel on real-time railway (inter)national ticketing (OpenVMS and VMware)
- 1 year at SNCF: Consolidation of 3 VMware datacenters (600 ESX, 5,000 VMs, 3,000 Horizon VDIs, 15 vCenters via PowerCLI)
- 10 years as Application Owner at ORES on MV90 smart metering in Belgium, collection rate improved from 97% to 99.5%)
This foundation of operational rigor transforms a promising AI POC into a truly usable service.
What I bring:
Rare accumulated skills:
- Senior AI Engineer (Python, LLMs, RAG, AI agents, prompt engineering, MCP)
- MLOps Consultant (CI/CD, monitoring, observability, drift detection)
- Senior Application Owner (L2/L3 incidents, IT/business interface).
Domains:
- Generative AI in production: Claude API, Gemini SDK, prompt engineering, RAG, n8n/MCP agents
- End-to-end MLOps: PyTorch, ONNX, MLflow, Docker, Prometheus, Grafana, CI/CD
- Application Ownership: quality, L2/L3 support, IT/business interface, SLA
- Critical Infrastructure: Windows Server, VMware, OpenVMS, SQL Server, AD/GPO, PowerShell/Python
- Smart Metering / Industrial IoT: MV90/Itron, DLMS/COSEM
Based in Lille, available for Lille, Brussels or remote.
French
Native or bilingual
English
Fluent
Dutch
Conversational
Can work on-site
Lille (up to 50km), Bruxelles (up to 10km), Mons (up to 50km)
Experience
- ORESSenior Business Analyst / Infrastructure ExpertENERGY AND UTILITIESJanuary 2019 - March 2026 (7 years and 2 months)Gosselies, Belgium• • Daily collaboration with external providers for infrastructure management• • Application and infrastructure L2/L3 support - incident diagnosis and resolution• • Technical and functional documentation, procedure writing• • PowerShell/Python scripting for automation and monitoring• • SSRS reports, Power BI dashboards, SQL Server data analysis
- ORESIT Infrastructure ConsultantENERGY AND UTILITIESJanuary 2016 - January 2019 (3 years)Namur, Belgium• • Full migration of the MV90 application to internal infrastructure (electrical and gas metering index acquisition)• • Management of Windows Server 2016, VMware, and Hyper-V infrastructure• • Network configuration and troubleshooting, modems, communication protocols
- SNCFVMware/VDI Consultant - N3 SupportPUBLIC SECTORJanuary 2015 - January 2016 (1 year)Lille, Paris, France• • Centralized management: 600 physical servers, 10,000 VMs, 3 sites• • PowerCLI scripting for reporting, automation, and VDI/storage management• • Collaboration with local teams and multi-site providers
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Education
- Master'sParis PSLMaster's
- Master's in Artificial IntelligenceMines Paris PSL2026Master's in Artificial Intelligence