Hey there, I'm Federico Arenas.

AI Engineer at Materiom, where I build machine learning systems and closed-loop pipelines to accelerate scientific discovery across bio-based materials. My work focuses on bridging high-throughput in-silico simulations, geometric deep learning, and automated physical lab experimentation.

Previously, I built autonomous vehicle validation platforms, synthetic data engines using game engines, and scalable ML infrastructure at early-stage startups.

Outside of engineering, I find balance through running, philosophy, and playing guitar.

Based in London. Feel free to reach out.