What I'm doing now

Exploring where AI makes a real difference to product experience, through smarter inputs, contextual suggestions and adaptive layouts that respect user intent.

Rebuilding document intake with better recovery paths, routing across Tesseract, Surya and Azure, and live progress updates. Goal: 99% availability and under 2 seconds median processing for standard documents.

Adding automated health checks, zero-downtime Docker deployments and a reliable off-site backup strategy.

Testing pricing models for Menu Planner and exploring ways to earn beyond consulting.

Writing about frontend architecture, self-managed infrastructure and the connection between product thinking and engineering.

Planning the next version of Renovaciones, with better calendar integration, budget tracking and contractor coordination.