I design the systems behind the work - AI-enabled GTM and RevOps systems that turn repeated research, content, campaign, launch, follow-up, and reporting work into reusable workflows.
I turn vague needs into clear structures, reliable data, automated workflows, and decision logic that can run without constant manual intervention.