I like building systems that feel clear on the outside and dependable underneath.
My work sits between full-stack engineering, cybersecurity, and applied AI. I have built
Java and React applications, migrated production databases from MySQL to PostgreSQL,
improved CI/CD workflows, performed security testing, and worked on LLM fine-tuning
pipelines with experiment tracking and model versioning.
The thread through all of it is practical reliability: translate messy requirements into
maintainable software, test the parts that matter, and keep security close to the design
instead of treating it as a final checklist.
Current Direction: Secure AI systems and production-ready software
platforms
Experience: 4 years across full-stack delivery, DevOps, testing, and
security
Location: Munich, Germany