At Outlier, I evaluate Brazilian Portuguese AI text, voice, and audio outputs using structured rubrics. I compare responses and document evidence-based rationales for quality differences.
At Instituto Besouro de Fomento Social e Pesquisa, I coordinated technology education projects and developed and reviewed instructional content covering programming, artificial intelligence, robotics, 3D printing, and digital design. I also reviewed Brazilian Portuguese materials for clarity, consistency, and suitability for their audience.

