Limber Martinez

About me

A career-changer with real delivery­experience

I build AI-powered backend projects with a focus on regulated German domains (SGB XI, GDPR) — a learning and demonstration portfolio that shows results, not promises. My edge: the combination of Python backend, LLM patterns and domain knowledge.

My path

After moving into software development I did not wait for the certificate — I built: three structured AI projects designed end-to-end — PflegeLotse is live (tested, evaluated, dockerised, GDPR-compliant), the other two in progress. My own learning and demonstration projects, where I show the practice, not just the theory.

My focus is backend with an AI angle: FastAPI, Clean Architecture, RAG and agents — combined with an understanding of German regulation that is decisive for AI projects in areas like care, trades and automotive.

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