Build and operate full-stack systems, backend services, APIs, and infrastructure. Ship end-to-end user features, deploy products and ML models, integrate with CAD/3D tools, and ensure enterprise-grade security, authentication, multi-tenancy, and observability. Contribute to architecture, design reviews, and cross-team product work.