Selected projects
Monitoring & observability
Signals, dashboards, and alerting designed to turn production noise into a clear next action.
Service-level objective rollout
Define customer-focused indicators, error budgets, and review routines that connect reliability targets to product decisions instead of dashboard theatre.
Actionable alert redesign
Replace broad, noisy alerts with symptom-based paging, ownership details, and the first safe step in a linked runbook.
Trace-led performance investigation
Use distributed tracing and structured logs to isolate the slow path across services, then measure the improvement after each change.