At Viscadia, I built Excel and VBA forecast models for $1B+ specialty drug portfolios, combining patient journey and competition analysis. I also developed reverse forecasting to help clients identify the input adjustments needed to meet their revenue targets.
At Ernst & Young LLP, I led multi-state Agri Stack rollouts, including the State Farmers' Database, which scaled to 20M+ users across a 7-state pilot. I used field insights and UAT findings to support adoption and improve consent and field-verification workflows.

