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mxr2004/README.md

Hi, I'm Marco Reinbach πŸ‘‹

Applied AI Engineer | Enterprise Software Developer | Claude, RAG & Enterprise APIs

I'm a German-native Applied AI Engineer and enterprise software developer based in Dortmund, Germany.
I focus on building production-oriented generative AI and backend solutions for enterprise environments β€” especially around Claude, RAG, LangGraph, REST APIs, and AI-assisted workflows.

Currently, I work on generative AI and enterprise software solutions at adesso SE, where I design and implement AI-enabled workflows, integrate APIs, and help translate business requirements into reliable technical implementations.


πŸš€ What I Work On

  • Building LLM-powered applications with Claude, RAG, LangGraph and Python
  • Designing enterprise backend systems with Java, Kotlin, REST APIs and microservices
  • Creating evaluation-driven AI workflows for reliability, quality and safety
  • Connecting business needs with technical implementation through clear communication
  • Exploring MCP, agentic workflows and AI-assisted software engineering

🧠 Core Focus Areas

Applied AI Engineering

Claude API Β· RAG Β· LangGraph Β· Prompt Engineering Β· MCP Β· LLM Evaluation

Enterprise Software Engineering

Java Β· Kotlin Β· Python Β· REST APIs Β· Microservices Β· AWS Β· Backend Systems

Customer & Stakeholder Communication

Requirement Engineering Β· Technical Documentation Β· Solution Design Support


πŸ› οΈ Tech Stack

Applied AI & LLMs

Claude LangGraph RAG MCP Prompt Engineering

Languages & Backend

Python Java Kotlin TypeScript Spring FastAPI

Frontend

Angular React Next JS TailwindCSS

Cloud, DevOps & Databases

AWS Azure Google Cloud Docker Jenkins Postgres


πŸ“Œ Current Focus

Enterprise Knowledge Copilot

A production-oriented RAG assistant for enterprise documents using Claude, LangGraph, vector search and evaluation workflows.

Planned features:

  • Document ingestion and chunking
  • Source-grounded answers
  • Retrieval-augmented generation
  • LLM evaluation pipeline
  • Cost and latency tracking
  • Feedback loop for answer quality
  • Deployment-ready backend architecture

πŸŽ“ Certifications & Learning

  • Claude Certified Architect – Foundations
  • Building with the Claude API
  • Claude Code in Action
  • Model Context Protocol: Advanced Topics
  • Currently deepening: LLM evaluation, RAGOps, cloud deployment and AI system observability

πŸ“Š GitHub Stats


🀝 Let's Connect

I'm interested in applied AI engineering, enterprise GenAI solutions, RAG systems, AI-assisted development workflows and cloud-native backend systems.

LinkedIn


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