Guillermo Quintana Pelayo

Senior AI Engineer specialized in production LLM/RAG systems on GCP, with +5 years of experience delivering end-to-end AI products.

Skills

Cloud & MLOps

  • Google Cloud Platform (Vertex AI)
  • Docker, Kubernetes
  • CI/CD, Terraform
  • MLflow, Weights & Biases

AI & ML

  • LLMs, RAG Systems
  • Prompt Engineering
  • NLP, Computer Vision
  • PyTorch, TensorFlow

Languages & Frameworks

  • Python, SQL
  • FastAPI, Pydantic
  • JavaScript, TypeScript
  • Go, Java

Recent Projects

safe-genai

Python library for LLM output validation. Implements a Generate → Format → Validate pipeline wrapping Google Gemini.

Python Pydantic Gemini Vertex AI

the-10th-agent

Research project exploring the "Spiral of Silence" phenomenon in LLM multi-agent systems.

Python Pydantic AI Multi-Agent Systems

View all projects →

Education

MSc Artificial Intelligence

Maastricht University, Netherlands — 2019–2020

CS Engineering Degree

University of Cantabria, Spain — 2015–2019