With 20+ years experience in Marketing Operations and Revenue Operations, I lead teams that turn complexity into clarity - architecting scalable systems, processes, and data infrastructure to power GTM strategy. My focus today is on applying AI, automation, and predictive analytics to improve efficiency, personalization, and measurable pipeline impact.