An applied software R&D project exploring AI-assisted development practices through a production expense reporting application with zero infrastructure costs and continuous deployment.

Led a strategic initiative to establish EMS ID as a foundational key for personnel tracking across licensing systems, improving data consistency and enabling inter-agency analytics and compliance reporting.

A simple, transparent budgeting system built in Google Sheets—linking financial planning directly to projects and organizational priorities.

Standardized EMS workforce reporting aligned to NASEMSO’s Core Ten—designed and led at ImageTrend—to deliver comparable, actionable metrics across states. New datasets enable point-in-time and longitudinal analysis of supply, retention, and education outcomes, with solutions validated in collaboration with state EMS offices and NASEMSO.

Designed and led Virtual Inspections capability, modernizing inspection workflows with electronic signatures, automated status tracking, and compliance monitoring for remote and in-person processes.

Data-driven approach to improving bug fix responsiveness and backlog health in a regulated SaaS environment.