About

I'm a Lead ML Engineer based in São Paulo, Brazil, with 12+ years of software engineering experience. I currently architect real-time computer vision and LLM inference pipelines for live video production at Monks (Media.Monks).

My work sits at the intersection of ML infrastructure, autonomous agents, and quantitative systems. I design and deploy multi-model ML systems across GPU clusters — orchestrating Transformer-based models, Vision-Language Models, and LLMs on NVIDIA L40S hardware via Kubernetes.

Before ML, I spent a decade in enterprise distributed systems across financial services and government — Banco do Brasil (South America's largest bank), nationwide tax systems for Angola's Ministry of Finance (IMF compliance), and insurance platforms handling 500K+ daily transactions.

On the side, I run Curupira, an open-source quant research lab where an autonomous AI agent conducts its own trading research with full transparency — including publishing failed strategies.