I'm a software engineer based in São Paulo, with over 15 years building production systems — from LMS infrastructure and media processing pipelines to search platforms and AI-backed product features.
More recently, I've been working with LLMs, structured extraction, multimodal models, and coding agents, while keeping the same engineering principle I apply elsewhere: use probabilistic systems where interpretation is useful, and deterministic software where behavior needs to remain reproducible.
I'm currently interested in AI engineering and senior backend roles on product teams, while continuing to publish independent research here.
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