Context: Global pharmaceutical company with 35,000+ clinical trial sites requiring scalable, automated statistical monitoring.
Challenge: Needed JMP‑equivalent R Shiny dashboards with advanced functionality – modals, accuracy measurement, logging, and automated report generation – to support 15–20 member study teams.
Solution: Developed production‑grade R Shiny applications using the Golem architecture, featuring:
Outcome: Replaced legacy JMP tooling with modern, maintainable applications scaling across 35,000+ sites, standardizing statistical monitoring and reducing manual effort.