Software Architecture & Full Stack Development

On a temporary basis, I take responsibility for software development, technical roadmaps and delivery in mid-sized companies and corporations, until an internal lead can take over.

Introducing CI/CD, DevSecOps and AI-assisted development so delivery gets faster and the software stays maintainable.

Support for RAG and Text-to-SQL solutions and the modernization of Java and JavaScript landscapes through to productive handover.

Data silos become productive AI applications: chatbots based on your own documents (RAG) or natural-language analysis directly on the database (Text-to-SQL). Built with Python, FastAPI, Ollama and a vector database like Milvus.

Architecture design, PoC development and security hardening, matched to your existing infrastructure. I validate technology risks early rather than carrying them into the finished product.

Knowledge transfer and training so your team runs the new solutions on its own.

System analysis of existing solutions, from identifying dependencies to the plan for technical independence from service providers.

Setting up toolchains, CI/CD and the infrastructure an internal team needs to work at pace.

Structured knowledge transfer, mentoring and building an in-house engineering organization, including recruiting and onboarding.

Incremental refactoring of legacy Java and React applications onto Kubernetes, without jeopardizing ongoing operations.

Introducing CI/CD pipelines, GitOps and security checks with Jenkins, ArgoCD and Terraform. Reproducible deployments instead of manual work.

More observability and stability through carefully chosen tooling, with an eye on operating costs and security.