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GuillermoGarciaF/README.md

Guillermo García Fernández

Tech Lead, AI & Data Platform — designing and operating AI infrastructure, agentic systems, and ML platforms at scale.

I lead a team of 25 engineers at BASF Digital Solutions (Madrid), where we build the AI infrastructure layer serving 100+ AI-powered products and 5,000+ end users. My daily work spans system design, hands-on engineering, and technical strategy across the full ML stack.

What I build

  • AI Gateway — multi-provider LLM routing with governance, streaming observability, and cost optimization. Patent filed (2025).
  • Agentic services — multi-tool orchestration with MCP, conversation memory, tracing, and evaluation pipelines.
  • ML platform — model training, deployment (vLLM, MLflow), monitoring, and data pipelines on Kubernetes.
  • Developer platform — self-service provisioning, golden-path templates, GitOps delivery. 400+ products onboarded.

Background

🎓 Expert Program in Deep Learning — MBIT School, Madrid
🎓 MSc Data Science — MBIT School, Madrid (grade: 10/10)
🎓 MSc Theoretical Physics — University of Edinburgh
(Thesis: "Squaring relations between Yang-Mills theory and gravity")
🎓 BSc Physics — Universidad Complutense de Madrid
📜 CKAD · Azure AI Engineer · Azure DevOps Expert · Databricks GenAI Engineer

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