OutcomePanel: Incident MTTR reduction
Operational improvement: standardized telemetry ownership and runbook-linked alerting.
Business translation: less revenue-risk exposure during peak windows and fewer executive escalations.
Platform Leadership
Platform Engineering & Reliability leader building internet-scale, multi-region systems. I focus on standards-first observability, safe automation, and operating models that reduce cognitive load while improving uptime and incident response.
What I Drive
Outcomes
OrgGrowthTimeline
ReliabilitySignal
Operational improvement: standardized telemetry ownership and runbook-linked alerting.
Business translation: less revenue-risk exposure during peak windows and fewer executive escalations.
Operational improvement: shared metadata model and reproducible platform guardrails.
Business translation: faster feature throughput with lower dependency on central platform teams.
Case Studies
Established telemetry standards that reduced noise and made AI-assisted investigation useful.
Unified platform operations through acquisition-driven cloud and tooling convergence.
Designed a repeatable enablement system to move teams from ad-hoc dashboards to reliable workflows.
Writing
Public Appearances
ArchitectureFlow