The platform organization I built.
I grew it from 5 to 45 engineers across four geographies, with managers in each location and a senior bench underneath me. The work I’m proudest of isn’t the headcount — it’s that we shifted the operating model. Service teams stopped doing their own region builds, their own pre-production qualification, their own fleet management. They consumed platforms my org built.
Production rollbacks dropped 60 percent per service. Build times dropped 80 percent. Change-caused incidents dropped 50 percent. The leverage compounds when service teams stop reinventing.