Software is a means, not the end. I help clients navigate the full journey — from initial planning and the hard questions through architecture, development, deployment, and ongoing operations. Whether it's a greenfield product or a system that needs rescuing, I bring hands-on engineering depth and strategic clarity in the same package — and make sure what ships actually moves the needle.
The modern AI stack — LLM integrations, RAG pipelines, agentic workflows — is native territory, not a recent addition. I architect systems around these capabilities and help teams adopt them in ways that change how they actually work.