Limber Martinez

About me

A career-changer with real delivery­experience

I build AI-powered backends for regulated German industries — and show results, not promises. My edge: the rare combination of Python backend, LLM patterns and domain knowledge (SGB XI, GDPR).

My path

After moving into software development I did not wait for the certificate — I built: three structured AI projects, each end-to-end — tested, evaluated, dockerised and GDPR-compliant. Exactly the production-grade experience that is rare on the market.

My focus is backend with an AI angle: FastAPI, Clean Architecture, RAG and agents — combined with an understanding of German regulation that makes AI projects in healthcare, trades and automotive actually deployable.

Career

Education & stations

Skills

Skills

Backend

  • Python
  • FastAPI
  • PostgreSQL
  • Redis
  • SQLAlchemy

Frontend

  • Jinja2
  • HTMX
  • React
  • Astro
  • TypeScript

DevOps

  • Docker
  • GitHub Actions
  • CI/CD
  • VPS

AI / LLM

  • RAG
  • AI Agents
  • Mistral
  • Ollama
  • Eval

Certificates

  • Azure AI Fundamentals (AI-900) Microsoft · 2024
  • Fachinformatiker Anwendungsentwicklung (IHK) BFW Dortmund · in training

Languages

Spanish
Native
German
B2
English
A2

Ways of working

  • Clean Architecture

    Separated layers, testable, maintainable.

  • Test-driven

    pytest + CI before every feature merge.

  • GDPR-first

    Compliance considered from the start.

  • Measurable

    Eval numbers instead of gut feeling.

A fit for your team?

Get in touch