Over
Jelino Walker
15 years in regulated IT taught me one thing: production means no surprises. I bring that discipline to AI systems.
Van GxP-validatie naar AI-engineering
I spent fifteen years at the intersection of enterprise IT and regulated manufacturing — qualifying systems for GxP environments, rolling out infrastructure at scale, and making sure that every change that hit a production floor was documented, validated, and reversible.
That background shapes everything I build now. When I started working with large language models and multi-agent systems, I applied the same rigour I used to validate GxP systems. The tooling is different; the stakes are the same.
“I apply the same rigour I used to validate GxP systems to AI systems.”
Delivery discipline from enterprise IT is not a credential I hang on the wall — it is the foundation the AI work stands on.
Enterprise-track-record
Dit is geen nostalgie. Dit zijn de omgevingen waar ik leerde wat "productie" werkelijk betekent.
Johnson & Johnson
Xerox-to-Ricoh fleet migration across GMP sites. Zero unplanned downtime. Every device qualified before go-live.
MSD
GxP machine L3 support and Zebra barcode-scanner fleet rollout in controlled manufacturing areas.
Argenx
Windows 10 → 11 migration in a GMP environment — change-controlled, validated, on schedule.
Recurring theme
That's where I learned that production means no surprises.
Geloofsbrieven
- SyntraProject Management certification
- ROC LeidenICT vocational training
Wie ik ben
Based in
Breda, Netherlands
Company
JW Consultancy B.V., founded 2020
Focus
Self-funded AI venture studio alongside client work
Languages
Dutch (native) · English (proficient) · French (beginner)
Klaar om samen te werken?
Als u AI-systemen nodig heeft gebouwd met dezelfde discipline die u van gereguleerde IT verwacht, laten we praten.