I’m a founder-CTO focused on building AI-native systems that turn messy, real-world information into reliable, scalable products. At Bilrost, I’m building infrastructure that applies modern AI and systems engineering to high-stakes financial workflows—where accuracy, traceability, and performance actually matter. My work sits at the intersection of AI-driven automation, developer productivity, and large-scale platform architecture, with a strong bias toward shipping real products, not demos. Before Bilrost, I spent two decades building and scaling consumer and enterprise platforms used by millions—from mobile-first products to low-latency, high-throughput backend systems operating at global scale. I’ve led organizations, shipped dozens of production apps, modernized legacy platforms, and driven architectural transitions that materially improved cost, reliability, and speed.