Hey, I'm Sebastian. I build software and AI systems.

01 / Who's behind the lab

Independent by
design.

Hey, I'm Sebastian. I run Unsupervised Labs, an independent AI studio for software development, content creation and product design in the Heilbronn region (Germany). I take ideas from the first concept to a production system.

With my theoretical and practical background in Computer Science (B.Sc.), Software Engineering and Entrepreneurship (M.Sc.), I'm the perfect fit for this task.

You work directly with the person designing and building the product — no account managers, handovers or layers in between. Just we together and the agents.

02 / My approach

Understand the problem.
Build what matters.

I build software around real problems, not feature lists.

Before implementation, I want to understand why the software needs to exist, who it serves and what actually creates value. If the fundamental problem isn’t clear, more code or AI won’t solve it.

AI agents are part of the whole workflow — from research and conception to implementation, testing and refinement. Automated workflows are central to how I work, which is where the name Unsupervised Labs comes from.

The goal is viable code. Not vibe code.

Ship early, learn from reality and improve where it matters.

03 / What I do

Product & Design

I shape ideas into products people actually want to use.Product strategy, UX/UI design, prototyping and technical conception — always starting with the problem, not the feature list.

→ Product strategy
→ UX/UI design
→ User research
→ Prototyping
→ Technical concepts
→ MVP definition

Software & Cloud

I design and build modern applications and the systems behind them.From lightweight web applications to complex cloud architectures, APIs and internal platforms — built to scale without unnecessary complexity.

→ Web applications / PWAs
→ SaaS platforms
→ Internal tools
→ Cloud architecture
→ CI/CD
→ APIs & integrations
→ Automation

AI Development & Data

I develop practical AI systems that create measurable leverage.From intelligent assistants and agent workflows to custom models, data pipelines and analytics.