Initiatives


Initiatives.

A selection of the programs and platforms I’m most proud of — the kind of work where the impact is measurable, durable, and felt by people who’ll never know my name.

Org Building

The platform organization (5 → 45 engineers)

Grew SRE and Platform Engineering for OCI Object Storage from 5 to 45 across four geographies, with managers in each location. Shifted the operating model so service teams consumed platforms instead of building their own.

5 → 45 engineers · 4 geographies
Reliability

Operating-model transformation

Production rollbacks dropped 60% per service. Build times dropped 80%. Change-caused incidents dropped 50%. The leverage compounds when service teams stop reinventing region builds, pre-prod qual, and fleet management.

60% / 80% / 50% reductions
AI Infrastructure

OpenAI — the first custom Object Storage at production scale

$100M engagement, 15 Tbps bandwidth, delivered in three months. Taught me what AI workloads actually do to storage at scale and shaped most of my thinking on where the field is going.

$100M · 15 Tbps · 3 months
AIOps

AI-driven SRE automation

Built AI-driven support and automation workflows across the incident lifecycle — detection, triage, remediation. Reduced ticket volume by 30% and improved response times by 50%.

30% fewer tickets · 50% faster responses
Scale

Region build framework

Built the repeatable region-build framework that enabled OCI expansion from 4 to 100+ regions, with consistent reliability and operational readiness at each launch.

4 → 100+ regions
Compliance

Fleet compliance & security

Automated patching and vulnerability management for the 50,000+ node fleet, achieving 100% compliance with FedRAMP standards without slowing engineering velocity.

50K+ nodes · 100% FedRAMP