tomydiaz

Full Stack · AI Engineering

Hi, I'm Tomas

I build AI-driven systems on top of production web apps — RAG pipelines, MCP servers, and agent workflows, backed by the APIs and infrastructure that keep them reliable. This is my portfolio and the place where I write down what I learn along the way.

  • RAG
  • MCP
  • Agents
  • Azure AI Foundry
  • Ollama
  • Atlas Vector Search
  • Next.js
  • React
  • TypeScript
  • Node.js
  • NestJS
  • AWS

What you'll find here

Three reasons to stick around

AI features that ship

RAG pipelines, MCP servers, and agent workflows wired into real products — not notebooks. Retrieval, tool use, and the guardrails around them.

The full stack underneath

The APIs, data, and cloud infrastructure that carry those features — because an AI feature is only as good as the system serving it.

Written down as I go

Deep dives on applied AI, architecture, and the failure modes that only show up once real traffic arrives.

Latest writing

From the blog

All posts

Let's build something

Always up for talking architecture, trading war stories, or hearing about an interesting problem.

Get in touch