Builder

Ashwani Kumar

ML Engineer, Simulation Engineer · Zurich

I build machine-learning-accelerated simulation tools — surrogate models and neural operators that speed up physics-based engineering simulations by up to 1000×. I'm a Computational and Mechanical Engineer with a PhD from ETH Zürich and 8+ years of experience spanning numerical modeling, multiphysics simulation, scientific machine learning, and mechanical product development.