AI Systems That Make Work Faster, Smarter, Human.
I design, build, and ship production AI — RAG pipelines, fine-tuned LLMs, and agentic workflows for organisations that need answers, not demos.
Retrieval dashboard
Welcome back, Nicolas
DOCUMENTS INDEXED
1.24M
across 9 sources
MEAN LATENCY
240ms
p95 retrieval
ANSWER ACCURACY
96.4%
vs. graded set
I'm an engineer at heart and a builder by obsession.
Two UCLouvain degrees and five years shipping production ML, RAG, and agentic workflows — currently leading the AI practice at UCLouvain, previously building national-scale data infrastructure at Smals. I believe AI should make professionals faster, not replace them. Technology should empower, not overwhelm.
5+
Years in production ML
12+
Systems shipped
From raw idea to shipped system in weeks, not quarters.
Discover
Map the real problem
Your data, your workflows, your constraints. I sit with the people doing the work before writing a line of code.
Build
Ship intelligence that holds up
RAG pipelines, fine-tuned LLMs, and agentic workflows — engineered for accuracy, latency, and explainability, not demos.
Deploy
Run it in production
Kubernetes, CI/CD, and monitoring on private infrastructure. It works on day one and keeps working at scale.
Things I've shipped.
One stack, end to end.
From model training to the Kubernetes cluster it runs on — I own the whole pipeline so nothing falls between the cracks.
Let's build something