Senior AI Engineer at Superhuman · Physicist.
Building AI systems that actually hold up in production.
About
Agus is a Lead AI/ML Engineer with a background in physics and a sharp instinct for building systems that don't break when it matters. He learns fast, skips the ceremony, and brings pragmatic, no-nonsense solutions to genuinely hard problems.
Currently a Senior AI Software Engineer at Superhuman (acquired by Grammarly), he designs agentic frameworks and classification systems for intelligent email. Before that, he spent two years at ASAPP leading squads building LLM-based products at production scale — the kind of work where "it works on my machine" is not an acceptable answer.
He's also a researcher at Instituto Balseiro, where his work applies deep learning to cardiac imaging. Because apparently one domain wasn't enough.
Experience
Research
Agus's research sits at the intersection of deep learning and medical imaging. His work at Instituto Balseiro focuses on quantifying cardiac failure through image processing — a domain where precision isn't optional. He also teaches Introduction to CS and Introduction to ML there.
Education