I build reliable AI agents and production-grade ML systems for high-stakes environments.
I am exploring open models, agent architectures, evaluation, AI safety, Rust-based ML infrastructure, and sovereign European AI. I care about turning promising research into systems that are secure, observable, auditable, and genuinely useful.
I am here to share experiments, learn in public, contribute to open-source projects, and collaborate with researchers, engineers, and founders building AI that works beyond the demo.