Work that shipped, and what it changed.

Correlation tooling that groups alerts, deploys, and dependency signals into a single incident narrative for responders.

A production-grade Kubernetes platform that standardizes deployments, ensures reliability, and streamlines operations across multiple teams.

A reporting and remediation pipeline that continuously finds unused AWS capacity and turns it into ranked, owner-assigned actions.