Achieve full visibility and consistency across your marketing operations. I architect systems that connect your CRM, automation, and analytics tools — giving your team better control, collaboration, and clarity. Services include funnel mapping, data dashboards, process automation, and HubSpot + API integrations for a unified marketing ecosystem.