AI consulting
France
Multi-agent systems that reach production.
I help companies identify their AI use cases, build reliable multi-agent processes and optimize their costs — from scoping to production.
01Use cases
02Multi-agent
03Costs
The reality
/01Companies want to use AI, but…
Unclear use cases
AI projects launched without knowing where the real ROI is, or where to start.
Exploding costs
The LLM bill grows faster than usage, with no visibility into what drives it.
Improvised architecture
Stacked prototypes that don't survive the move to scale.
Poorly chosen models
An oversized model where a smaller one would do — or the opposite.
Agents that never reach production
Impressive demos that stay stuck at the POC stage.
No governance
No traceability, no access control, no AI Act compliance.
Expertise
/02What I do
Not deliverables — measurable results in production.
Why me
/03« I am not a PowerPoint consultant. »
I actually build the systems: the multi-agent workflows, the code and the trade-offs that come with them.
Stack & platforms
- Multi-agent
- OpenAI
- Anthropic
- Gemini
- Mistral
- Model routing
- RAG
- Fine-tuning
- Azure
- GCP
- AWS
- Cost optimization
Track record
/04From consulting engagements to a product platform.
2026 — now
Founder & AI Solutions Architect
Colecia
Building an enterprise AI platform while helping startups and enterprises design, build and deploy production-ready AI systems.
- AI strategy, use-case discovery and solution architecture
- Design of multi-agent systems and agentic workflows
- Cloud-native AI infrastructure, inference cost and performance optimization
2024 — 2025
AI Consultant & Solutions Architect
ASI
Identifying, architecting and deploying Generative AI solutions for real business challenges across multiple industries.
- GenAI use-case scoping across industries
- Cloud-native AI architectures on Azure
- Multi-agent RAG platform for automated candidate matching
2024
AI Solutions Engineer
IAE Montpellier
Generative AI solutions for higher education.
- RAG applications for automated educational content generation
- Semantic search: embeddings and vector databases
- Exercise preparation time cut by more than 90%
2023
AI & CRM Solutions Consultant
PumpUp
Business process automation through CRM and AI.
- Sales and marketing workflow automation
- GenAI solutions for automated product content generation
Engagements
/05Some topics I work on
Contact
/07Building an AI product?
Let's talk about your architecture before it becomes a problem.
[email protected]