About Dominique
Senior AI Engineer & MLOps Consultant — Applied AI in Production
Master Intelligence Artificielle (DataScientest / Mines Paris PSL, RNCP Niveau 7) en finalisation juin 2026, avec plusieurs projets GenAI industrialisés en production:
- Plumesenvue : SaaS de booktrailers IA en production, stack FastAPI + n8n + agents LLM, 1 310+ tests automatisés
- RAG multi-tenant (rag.sbdg-ia.fr) : architecture Qdrant + Ollama + FastAPI, ségrégation stricte, full self-hosted
- Champy Classifier (projet Master IA) : pipeline MLOps complet (PyTorch, MLflow, DVC, ONNX, Prometheus/Grafana, CI/CD GitHub Actions), 90 % accuracy sur 700 000 images
- Agent personnel à orchestration MCP : connexion multi-outils (Google Calendar, Gmail, Drive)
Mon différenciateur :
25+ ans d'environnements critiques 24x7x365 :
- 15 ans SNCB-Infrabel sur la billetterie (inter)nationale ferroviaire temps réel (OpenVMS et VMware)
- 1 an SNCF : Consolidation de 3 datacenters VMware (600 ESX, 5 000 VMs, 3 000 VDI Horizon, 15 vCenters via PowerCLI)
- 10 ans Application Owner chez ORES sur le smart metering MV90 en Belgique, taux de collecte amélioré de 97 % à 99,5 %)
Cette base de rigueur opérationnelle transforme un POC IA prometteur en service réellement utilisable.
Ce que j'apporte :
compétences cumulées rares :
- Senior AI Engineer (Python, LLMs, RAG, agents IA, prompt engineering, MCP)
- MLOps Consultant (CI/CD, monitoring, observabilité, drift detection)
- Application Owner senior (incidents L2/L3, interface IT/métier).
Domaines:
- Generative AI en production : Claude API, Gemini SDK, prompt engineering, RAG, agents n8n/MCP
- MLOps end-to-end : PyTorch, ONNX, MLflow, Docker, Prometheus, Grafana, CI/CD
- Application Ownership : qualité, support L2/L3, interface IT/métier, SLA
- Infrastructure critique : Windows Server, VMware, OpenVMS, SQL Server, AD/GPO, PowerShell/Python
- Smart Metering / Industrial IoT : MV90/Itron, DLMS/COSEM
Basé à Lille, disponible pour Lille, Bruxelles ou en 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 (elctrical 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 PSL)Master's
- Master's in Artificial IntelligenceMines Paris PSL2026Master's in Artificial Intelligence