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Systems Builder · AI / IoT / Automation

Systems that bridge the physical and the intelligent.

Three decades engineering real industrial systems — now building the AI, IoT and automation layer on top of them. From the sensor to the model, I design and ship the whole stack.

Signal path machine → model
Physical layerSensors · PLC · Hardware
AutomationPipelines · Workflows · APIs
IntelligenceAI · Models · Software
Live System · AI

Don’t take my word for it. Run the system.

Type a song theme. The same neuro-optimized engine I build for clients returns A/B titles, a hook description and hashtags — generated live, on my own server.

Powered by Claude, running on my own n8n server. Demo output — your input isn’t stored.

The Founder

I think in systems — and I've built them on both sides of the screen.

Demir Top Demir Top · Founder, OYROPA UG
The problem

Automation rarely reaches the machine.

The people who understand AI seldom understand the plant floor — and the people who understand the plant floor rarely build software. Real systems break in that gap. I work in it.

How I think

From the hardware up.

I learned engineering on physical systems first: as an industrial electrician, then PLC and EPLAN automation, then six years commissioning and troubleshooting complex industrial plants. That teaches you to trace a fault to its real cause, not its symptom.

The pivot

I taught the machine to talk to the web.

I founded OYROPA UG and rebuilt my craft for the digital layer — PHP and JavaScript, React dashboards, REST APIs, MySQL, and automated pipelines. I shipped real, database-backed software end to end, alone.

Current focus

AI, automation and IoT — as one system.

Now I bring both worlds together: generative AI and workflow automation grounded in genuine technical depth. Certified KI-Manager (DEKRA) in 08/2026. The goal is ownership over the systems I build.

Core Expertise

Four subsystems of one practice.

Not a list of skills — four ways of building systems that hold up in production.

AI  ·  01

AI & Automation Systems

What I build

LLM-driven content and code pipelines, prompt systems, and workflow automation (n8n, batch & script) — including automated ffmpeg media pipelines that produce at scale.

How I think

AI is a component in a controlled pipeline, not magic. Reproducible prompts, deterministic batch steps, measurable output.

Business impact

Manual, repeating work disappears. Output scales without scaling headcount.

IOT  ·  02

IoT & Smart Infrastructure

What I build

Hardware-to-web integrations — microcontrollers and sensors (Arduino) transmitting real-time data to the web — built on an industrial control background (PLC / TIA Portal, EPLAN P8).

How I think

Trust the data at the source. A system is only as good as the signal it starts with, so I design from the sensor up.

Business impact

Physical processes become observable, connected and controllable.

SW  ·  03

Software & Process Engineering

What I build

Web applications, WordPress plugins (PHP/JS), React/Vite dashboards, REST APIs, MySQL data models and WooCommerce systems — shipped and running.

How I think

Standardize the process first, then automate it. Clean data models before clever features.

Business impact

Manual processes turn into digital, scalable products.

ARCH  ·  04

Technical Architecture & Problem Solving

What I build

End-to-end systems from idea to realization to live operation — with the fault diagnosis and root-cause discipline of six years in industrial service.

How I think

Diagnose like a service technician: find the actual cause, document it, and build the fix so it stays fixed.

Business impact

Systems that survive production — not demos that survive a meeting.

What I Build

Systems & solutions I design.

Engagements are scoped as systems — designed, built and handed over working.

/01

AI-powered automation systems

Pipelines that move work from people to processes — content, code, data and media generation, orchestrated and reproducible.

/02

IoT monitoring & control systems

Sensors and devices wired to the web for real-time visibility and control over physical processes.

/03

Smart infrastructure integrations

The bridge between operational hardware and digital systems — getting the floor and the cloud to speak the same language.

/04

Process optimization through AI & software

Recurring manual workflows analyzed, standardized and rebuilt as automated, measurable systems.

/05

Custom technical system architecture

Database-backed web tools and platforms designed from the data model up — built to be operated, not just launched.

/06

End-to-end build & operation

From the first concept to the running system — one operator accountable for the whole stack.

How I ship

From command to production.

A real deploy of this very site and its AI endpoints — multilingual build, n8n workflows, media pipeline. This is the loop I run every day.

demir@nexthit — deploy
Capability Signals

Proof, not promises.

The clearest signal of how I build: systems shipped solo, across the full stack.

Reference build · Hardware → Web

IoT access control, built end to end.

A complete Arduino-based access-control system — hardware, sensors and firmware — transmitting entry data in real time to a self-built web frontend. One person, the entire stack, from the physical signal to the browser. This is the bridge I build, in miniature.

01Hardware & sensor build // physical
02Microcontroller firmware // embedded
03Real-time data transmission // link
04Self-built web interface // digital
30+
Years in
technical systems
84
Tracks produced &
distributed solo
5
Languages in
shipped UIs
1
Operator across
the full stack

Problem classes I solve

Turning a recurring manual process into an automated pipeline.

Connecting a physical device or sensor to a web system.

Diagnosing why a complex system fails — and fixing the root cause.

Scaling output through AI without scaling the team.

Building a database-backed web tool from an empty schema.

Making AI usable inside a real, GDPR-compliant workflow.

Operating Principles

How I build.

How I think

Every system traces back to a real source — a sensor, a data point, a physical fact.

How I build

Standardize first, automate second. Ship to production, not to a demo.

What survives

Systems that hold under load, document themselves, and outlive my involvement.

Optimized for Automation Efficiency Scalability Clarity in systems
Beyond the systems

I also make music.

When I’m not building systems, I produce and release music — 84 tracks, distributed solo across every major platform. Same instinct: own the whole thing, end to end.

My own builds

I also build games.

Browser games I designed and shipped as WordPress plugins — playable here as standalone versions that run entirely client-side.

Developed as WordPress plugins (PHP · JavaScript · MySQL). These standalone versions run fully in your browser; the shared online ranking lives in the WordPress version on nexthit.de.

Deal Flow

Start a collaboration.

Building something at the edge of AI, IoT or automation — or stuck in the gap between hardware and software? Let's scope it.

Based inFalkensee · Berlin/Brandenburg, DE

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