Background & Perspective
My work in CRM automation is shaped by a background in front-end development and project coordination.
That combination shapes how I approach systems: I care deeply about structure and logic, but I’m equally focused on how people experience working within them.
Over time, my role has evolved toward CRM automation and platform work — designing workflows, managing pipelines, documenting systems, and supporting teams as those systems grow and change.