Built a structured Excel model linking multi-project cost sheets to centralized revenue drivers. Enabled scalable forecasting and margin simulation.
Designed multi-mailbox architecture, sequencing logic, inbox warming workflows, and signal-triggered personalization experiments.
Reduced friction in cross-functional commercial handoffs by mapping processes and formalizing structured operating logic.