
I help companies build Python and AI systems that are secure, production-ready, and actually maintainable; not just demos that made it to production by accident.
With 15+ years as a Solutions Architect and Senior Engineer, I've seen what breaks when teams move fast and skip the fundamentals. Prompt injection vulnerabilities. Hardcoded secrets. No observability, no deployment strategy, no one who understands the codebase six months later.
I publish technical content at developer-service.blog. I've seen enough production failures to know exactly where the bodies are buried, and how to fix them before they become your problem.
What I do:
- AI Integration Audits, security, structure, and maintainability reviews for LLM-powered systems
- Production Readiness Audits, for teams about to launch or already seeing things break
- Advisory Retainers, ongoing senior oversight without the full-time hire
My stack: Python · Django · FastAPI · Claude API · PydanticAI · RAG pipelines · ESP32 · MicroPython
Published: Real Python · Unstract · LeanPub · developer-service.blog
If your team shipped something fast and a quiet voice is asking whether it's solid, that's worth a conversation.


OutSystems solutions architect responsible for the design and team organization of the several ongoing projects within the OutSystems ...
OutSystems solutions architect responsible for the design and team organization of the several ongoing projects within the OutSystems platform
Responsible for the design of internal applications within the OutSystems platform. Responsible for best practices design and technolo...
Responsible for the design of internal applications within the OutSystems platform. Responsible for best practices design and technologies used.
OutSystems professional web developer working on several projects both internal and external on site with clients.
OutSystems professional web developer working on several projects both internal and external on site with clients.