From scalpel to code.
I spent 15 years keeping systems alive under pressure — in a 24/7 veterinary emergency hospital. Today I do the same for AI systems in production. I architect them, operate them, and make sure they don't go down.
I started in veterinary medicine and spent 15 years leading the management of a hospital — people, processes, suppliers and results. I learned, hands-on, what truly drives a business.
Then I dove into AI software engineering. Today I architect systems that aren't just code — they're strategic assets. Deeply understanding both the business problem and the technical solution is what sets me apart.
"I don't just build code — I build strategic assets that evolve with the business."
Reliability engineering for AI systems in production — predictive observability, auto-remediation, and incident response. I built my own AIOps platform and run 10 SaaS products on top of it.
Applied AI in production — with guardrails, governance (ISO 42001) and focus on real business results, not demos.
Clean, multi-tenant, genuinely tested architecture. Products that scale and evolve without becoming technical debt.
Docker, Traefik, GKE and Terraform. Observable, secure operations with fast rollback — disciplined engineering, not console-clicking.
Years leading operations, people and processes. I speak the decision-maker's language and the tech team's — and translate one into the other.
Code is a means, not an end. Every line exists to move a business number — if it doesn't, it doesn't ship.
Deterministic guards where LLMs don't belong: burn rates, thresholds, and safety checks are math, not prompts. AI advises; code decides.
ADRs before code. Hash-chained audit trails. A scientific background makes rigor a habit, not a chore.
Human-in-the-loop for anything irreversible. Surgery taught me the cost of no-return decisions — critical deploys and remediations pass a human gate.
I use AI daily as a force multiplier — with an accountable engineer at the end of the line. I'm transparent about it because it's the future of the craft.
Tool output is not evidence. I bring the same standard to every claim I make — proof, not promises.
Mestrado — Biologia Celular e Molecular (UPE)
Pós — Tech Leadership (CESAR)
Pós — Java & AI Applied Engineering (UNIPDS)
Pós — Sistemas, Dados & Cyber (PUCPR)
Graduação — Medicina Veterinária (UFRPE)
ISO 27001 · ISO 42001 · LGPD
OWASP Top 10 · Clean Architecture
Speaker and recognized as a standout (PM) at an AI hackathon.
Before shipping any SaaS, I built the platform that keeps them alive. Zenthrus AIOps monitors, diagnoses, and fixes my 10 products in production — with local AI, human-in-the-loop, and a closed loop in under 5 minutes.
"I had the opportunity to work with Magno as a leader. His outstanding results orientation and constant drive to generate real impact on business value are exceptional."
"Magno was our PM and coordinated the squad. We delivered and presented our project with excellence thanks to working alongside this incredible coordinator."
Looking for someone who's calm at 3 a.m.? I'm open to remote contracts as an AI Reliability Engineer, SRE, or Platform Engineer — and to partnerships and speaking engagements.