Platform Modernization

Retiring a mission-critical system

A legacy platform had accumulated technical debt and operational inefficiencies over time. I partnered with engineering teams to modernize core components, reduce costs, and create a stronger foundation for future AI initiatives.

A stronger foundation

The work brought together platform strategy, infrastructure modernization, cross-team alignment, and long-term sustainability. It delivered approximately $5.6M in annual savings while improving the platform's scalability and maintainability.

This was a systems problem as much as a technology problem: sequencing incentives and progress so a large migration could actually finish.