I'm a full-stack developer at Marvee, building Marvee Hub, Brazil's first AI-first business management platform. Every app shares one database, one permission model and one context layer, with an LLM-powered agent that reads that context and acts across all of them. I've worked from the back-end and data modeling through to the interface, including the native MCP and API layer that lets any external AI assistant operate the same data, scoped to the caller's own permissions.

Before this I led Marvee's automation and AI team, and I came from finance before that. Knowing the operation end to end is what I bring to the product: I know which problem it needs to solve, not just how to make it work.