From problem to clear shape
I turn fuzzy ideas into tangible product logic: screens, data flows, roles, edge cases and the first version that can actually ship.
About / Engineering Studio
Product engineering, AI systems and clean infrastructure — from Vienna.
I build software that works, feels sharp and lasts.
I’m Tim Witter, a Full‑Stack & AI Engineer. I combine product thinking with deep engineering: from clear interfaces and robust backends to AI agents that take over real work inside existing systems.
My style is direct, calm and execution-driven: understand first, structure clearly, then ship — without unnecessary enterprise heaviness.
04+ Years of daily engineering
Full‑Stack Frontend, backend, DevOps
AI Native Agents, RAG, automation
How I work
Modern, personal, technically strong.
“Software is not the goal by itself. Good systems feel calm: understandable, fast, useful — and ready for real users.”
Engineering without theatre
Clean architecture, good defaults, fast iterations. I like systems that can be understood, maintained and extended — not just beautiful demos.
AI where it takes over work
Agents, chatbots and automations are not decoration. They need to fit real workflows, use data safely and save measurable time.
Personal background
Not from the classic developer template.
My path into software was not the traditional one. That is why I do not only think in tickets, but in outcomes: What does a client actually need? Which steps can be automated? Which interface makes a complex system feel simple? Over the last years I went deep into web, mobile, .NET, TypeScript, Linux, NixOS, Rust and AI-assisted development workflows.
Stack & focus 03 / Tools
Tools I use to build fast and durable systems.
Product
Web apps · Dashboards · Portals · Admin tools · MVPs
AI
Agents · RAG · Chatbots · Tool calling · Workflow automation
Frontend
TypeScript · React · Angular · Vue · Astro · Next.js
Backend
.NET · Node · Python · APIs · Auth · Data models
Infra
Docker · Linux · NixOS · CI/CD · Observability
Systems
Rust · CLI tools · Automation · Local-first workflows
Good fit
I work best with teams and founders who want to build.
You want to start a modern web app or internal tool properly.
You have processes that could become much faster with AI/agents.
You need someone who thinks product, code and infrastructure together.
You do not want overhead — you want clear communication and visible progress.
Collaboration
Let’s turn an idea into a system.
Send me a short note about what you want to build, automate or improve. I’ll reply with a clear first assessment.
Get in touch