01
Cloud Systems
Multi-cloud architecture, infrastructure as code, and the reliability work that keeps regulated platforms standing.
- Azure
- GCP
- OTC
- Terraform
- Kubernetes
(01) What I build
Three disciplines thatkeep meeting in the work.
02
Applied AI
Agentic pipelines, LLM routing, retrieval, evaluation, and the automation that actually puts models to work.
- Agents
- LLM routing
- RAG
- Evaluation
03
Tasteful Products
Interfaces and demos with restraint and craft, where the engineering is felt rather than explained.
- Next.js
- R3F
- Design systems
(02) Selected work
Projects as proof.
A few systems worth showing, with more on the way. Each one is real engineering, not decoration.
01
2025–2026Internal
Symphony
Applied AI · Regulated finance
An agentic pipeline that turns a Jira ticket into a reviewed merge request.
~30%faster delivery cycle
- Agents
- Kubernetes
- GCP
- GitLab CI
- LLM routing
02
2025–2026Archived
MedShield AI
Privacy engineering
A PII anonymization proxy for German healthcare. Shut down on purpose.
- FastAPI
- React
- NER
- Local LLM
- GDPR
Archived by choice
03
2025–2026In progress
PostPulse
Applied AI
AI-assisted social scheduling, built mostly by agents.
- SaaS
- Automation
- Agents
In progress
04
2026Live
This Site
Creative engineering
The portfolio you are looking at. Built as its own artifact.
- Next.js
- React Three Fiber
- GSAP
- Design systems
Live · this page
(03) Featured case study
Symphony
~30%faster delivery cycle
Symphony is an agentic CI/CD pipeline built inside a BaFin- and DORA-regulated financial-services environment. It takes a written ticket, runs autonomous coding agents on Kubernetes, routes work across models by complexity, and opens a reviewed merge request, keeping a full audit trail so every change stays traceable and compliant.
- Autonomous coding agents on Kubernetes, with ephemeral sessions and a self-healing reconciler loop.
- Model routing by complexity: a lighter model orchestrates, a stronger model plans.
- A full audit trail across the issue tracker, the cluster, and the database, kept in agreement.
Ticket to merge request
(04) Off the clock
Most of my best work happens between 30 Chrome tabs, late-night music, and the determination to make it work.
I build best in the quiet hours, with headphones on and one problem in front of me. The taste shows up in the same places whether it is a system or a sound: restraint, timing, and the parts most people skip.
Headphones on
(05) About
The person behindthe systems.
- Role
- Cloud engineer
- Focus
- Applied AI + Cloud Infrastructure
- Based
- Heidelberg / Mannheim, DE
I am 27, and when I do something I do it with full force, and it shows wherever I put that energy, whether it is the gym, gaming, or building AI systems. Underneath it I am calm and reflective, more likely to think something through than react to it. I have a soft spot for Dobermans, chocolate, and caffeine.
My current focus is applied AI: agentic pipelines, workflow automation, retrieval, evaluation, and the product layer around intelligent systems. Symphony, an agent that turns tickets into reviewed merge requests inside a regulated estate, is where most of that thinking currently lives.