Lead Site Reliability Engineer / AI Platform Engineer
Feb 2022 — PresentRemote
- › Independently built an autonomous Mastra agent workflow that triages, classifies, and provides root cause analysis for pipeline and code failures surfaced by existing engineering systems, supporting engineering teams 24/7.
- › Leading the build and pilot of an autonomous engineering pipeline with engineering teams, extending AI adoption into team engineering workflows.
- › Established a repeatable way to evaluate AI code reviews against thousands of production pull requests. Calibrated security, compliance, performance, and maintainability checks; retrospective testing demonstrated incident-prevention potential.
- › Cut team incident debugging from minutes to seconds by turning approximately 9,800 lines of operational knowledge into reusable AI skills engineers can invoke directly.
- › Sustained 99%+ deployment success for an internal developer platform supporting 300+ services across commercial and FedRAMP GovCloud environments. Fixed false deployment rejections in concurrent Terraform runs through AWS Step Functions orchestration.
- › Freed 300+ services from change-moratorium constraints by leading the organization's GitHub Enterprise migration.
- › Replaced intuition-based alert thresholds with SLO standards calibrated against 60 days of production data, making error budgets and Prometheus/Grafana alerts evidence-based.