Ruben Saucedo...

For the past 16 months at Microsoft I've been building an AI agent platform — orchestration, agent protocols, eval harnesses, and the production telemetry that keeps multi-step reasoning honest at enterprise scale. The work is grounding agents against governed customer data: latency budgets, retries, and UX that respects users when models misbehave.

The fullstack foundation is what makes that possible. Over six years at Microsoft I've owned complex frontend surfaces end-to-end — a 30–40% performance gain on a product used by 100M+ people every day, a full redesign that shipped as the standard UI (4.1★ on the public marketplace), and serving as my team's Performance and Accessibility Champion. The common thread: making things fast, accessible, and resilient at a scale where small wins compound.

I'm Ruben. Six years at Microsoft, joined in 2020. Before Microsoft I shipped production React at Wizeline for international clients, and I started my career at Cisco Systems as a Network Security Engineer. UPIITA in Mexico City, with an exchange in the Basque Country.

On the side I run KetzalCode, an AI trainer platform I architected from scratch. In 2018 I co-invented an on-device machine learning system for Mexican Sign Language translation — it's a national patent.