Networks & infrastructure
Systems thinking, interfaces, availability and structured troubleshooting.
About · Builder behind the systems
I’m Beni. I combine experience in infrastructure and regulated environments with modern product development, automation and AI.

Behind beni.systems
My professional background is in network and OT engineering as well as regulated pharmaceutical and GMP environments. There, “it works somehow” is not enough. Systems must be traceable, documented and reliable in operation.
With beni.systems, I bring that standard to custom software. I build web apps, connect APIs and create automations that turn manual workflows into dependable systems.
I care about the entire chain: What does the person need in the interface? Which data must be modelled properly? What may happen automatically — and where is a deliberate decision required?
Talk to meExperience
Systems thinking, interfaces, availability and structured troubleshooting.
Working in environments where documentation, safety and traceable change matter.
Combining Next.js, databases, APIs and n8n into product-grade solutions.
Using models deliberately for research, extraction, scoring and drafting.
My principles
Technology follows the workflow and desired outcome — not the other way around.
Sensitive decisions remain visible and are approved deliberately.
A focused core creates value early while staying extensible.
Failure paths, security, documentation and maintainability do not begin after launch.
Tools
A modern, focused stack for fast interfaces, clean data and flexible integrations.