Hi, I'm

Antonio Cabezas

Senior Backend Engineer with 10+ years shipping production systems. Currently at Forma Health (opens in new tab) (healthtech), exploring ML and AI. Former founder, full-stack systems thinker.

Barcelona, Spain

role: Senior Backend Engineer

focus: ML & AI

Background

I started building mobile apps in 2015 (Android, Android TV, React, and React Native) clients for streaming platforms, EV charging networks, and logistics systems handling thousands of daily deliveries. I liked the work, but I kept bumping into the same limit: the API boundary. I was relying on other people's explanations for what happened on the other side, and I wanted to understand it myself.

That pulled me into backend systems (Node.js, then Go and Python) building services, infrastructure, and data pipelines. When I founded Ciutadel, a social network I took from zero to production, I got to work across the full stack for the first time: backend, mobile clients, cloud infrastructure on GCP, CI/CD. I wouldn't say it made me a full-stack expert, but it changed how I think about tradeoffs between layers.

Right now I'm at Forma Health, working in the healthtech space. On my own time, I've been digging into ML infrastructure (Vertex AI, BigQuery, LangGraph) trying to understand what it actually takes to get models running reliably in production.

Ten years into this, the honest summary is that each new domain mostly teaches me how much I was missing before.

Work History

Forma Health

Senior Backend Engineer

Backend systems, infrastructure, and DevOps for digital health products.

Ciutadel

Founder

Built social network from 0 to production. Full stack: backend systems, mobile apps, and data infrastructure.

Paack

Mobile Developer

Warehouse management app for high-volume last-mile logistics operations.

24i

Android Developer

Streaming apps for Android TV, Fire TV. Enterprise clients with millions of installs.

Place to Plug

Android Developer

Native Android apps for EV charging platform.

Technical Stack

Languages

Go, TypeScript, Python, SQL

ML & AI

LLMs, AI Agents, MLOps, Vertex AI

Cloud & Infra

GCP, Kubernetes, Terraform, Docker, CI/CD

Domains

Healthtech, Social Networks, Logistics, Streaming

Current Focus

Machine Learning AI MLOps LLMs AI Agents