AI Engineer in Karlsruhe

AI Systems That Remove Repetitive Work

I build AI agents and RAG systems for businesses in Karlsruhe and nearby regions where support, knowledge workflows, and content operations consume too much manual time.

Typical Use Cases

• Support automation for recurring requests
• RAG assistants grounded in internal documents
• Content operations workflows for consistent publishing
• Internal copilots for team execution and handoff

Delivery Model

1. Use-case scoping with clear baseline metrics
2. Architecture design for LLM, retrieval, and integrations
3. Implementation with production reliability in mind
4. Measurement against explicit business KPIs

Stack

Depending on the project, I work with OpenAI/Claude-compatible APIs, RAG patterns, TypeScript/Python, Astro/Angular/Vue, and Docker-based deployment.

When It Fits

AI engineering is a strong fit when repetitive tasks dominate, knowledge is fragmented, or teams lose velocity in manual coordination.

Start a Project

If you have a concrete workflow in mind, email arnaut@miran.at and we can validate scope, feasibility, and rollout priority.