From First Principles to Production.

I am a 20-year-old Machine Learning Engineer based in São Paulo, Brazil. My journey into research began early, with my first scientific publication at age 14 as part of FEBRACE 2020.

Today, I focus on the intersection of deep learning theory diving into the calculus and statistics behind the models and robust MLOps engineering. Whether it is building custom architectures or deploying computer vision solutions to production, I believe in understanding the math to build better software.