I work with software, systems and artificial intelligence.

My path moved through business, processes, automation and AI agents before focusing increasingly on building software and systems.

Today I study and build solutions at the intersection of operations, architecture and technology. The question guiding my work is not "which tool should I use?", but "what system should exist to solve this problem?".

Tools change. Principles remain.