At HealthStream, I own the roadmap and delivery of the AI-native hCOI platform, modernizing a legacy SaaS application into a scalable platform-native solution.
I define requirements and data migration strategy for 40M+ records across 83 client environments, and use SQL analysis to investigate complex production issues. I also use customer usage analytics to guide adoption and backlog decisions.
At 500apps.com, I managed product execution for 10 SaaS applications within a 40-product portfolio, coordinating cross-functional teams and turning customer and business needs into roadmaps and releases.
Earlier, at VoltusWave Technologies, I designed an ISMS residual risk rating framework with the engineering team. At IMT, I assisted academic research and co-authored publications; at EcoFarm, I developed Excel dashboards and reports for sales, inventory, and warehouse performance.

