Invoicing pipeline unblocked
One high-volume transaction (~12,000 messages) starved all other invoicing for 50+ minutes. Redesigned the JMS/ActiveMQ topology into isolated, concurrency-tuned consumer pools.
15+ years keeping Fortune-500 production systems alive — now helping businesses ship AI that works inside their real systems, not just a demo.
Rotterdam → Valencia · Remote-first across Europe
What I do
Deep, proven systems engineering — and the integration rigor that makes AI actually work in production. Most consultancies do one. The combination is the point.
The work I've done for 15 years: keeping mission-critical, message-driven enterprise platforms running under real load.
AI that ships into production. Not models in a notebook — AI wired safely into your real systems and data.
Proof
Anonymised outcomes from real production systems at Fortune-500-scale companies. Client and system details removed — the engineering is real.
One high-volume transaction (~12,000 messages) starved all other invoicing for 50+ minutes. Redesigned the JMS/ActiveMQ topology into isolated, concurrency-tuned consumer pools.
An enterprise portal's order search ran a full-table scan with no tenant filter. Diagnosed the missing index and built a composite index online — zero downtime.
A Fortune-500 customer's production environment exhausted its JVM heap and went down. Root-caused the memory growth, restored service, and added guardrails against recurrence.
An N+1 query fired one database call per invoice line; the largest invoices (100,000+ lines) were unusable. Redesigned the access path to batch-fetch.
A worker thread read a stale second-level cache entry after another committed, misrouting 167 orders. Produced the multi-thread analysis pinpointing the cache-isolation boundary, and the fix.
A repeated EDI despatch message left quantities silently wrong — an ignored field in the update path. Traced the idempotency gap to the exact unmapped field and corrected the logic.
How I work
Every engagement follows the same discipline: diagnose from evidence, fix with minimal risk, document so the result holds. Four ways to bring me in:
About
I'm Renato — an integration and platform engineer with 15+ years keeping mission-critical enterprise systems alive. Today I'm the final escalation point (L3) at a global supply-chain SaaS platform used by Fortune-500 companies: the incidents that reach me are the ones no one else could resolve.
I work through Safe Space Cloud, my independent consultancy. Based in Rotterdam and relocating to Valencia, I take on remote and on-site work across Europe — bringing the same production rigor to integration, data, infrastructure and AI.
I also run a production-style Kubernetes platform on my own hardware (K3s on Proxmox, a dozen self-hosted services) — hands-on proof of the infrastructure skills I bring to client work.
Contact
A broken integration, a struggling database, or an AI idea you want shipped properly — tell me what you're dealing with and I'll tell you honestly whether and how I can help.