Production Stabilization Program
ProblemFrequent sev-2 incidents and unclear ownership across services.
ResultIncident volume reduced and ownership model hardened.
Read case studyJustin Joseph
Senior Software Engineer / Architect
I design, stabilize, and automate production systems so they fail less and recover faster.
Proof
Production-first metrics and operating outcomes.
20/day → 2/day
Incidents
monitored, improved, defended
Availability
owned end-to-end
MTTR
production-first
Enterprise delivery
What I do
Reliability
- Incident reduction and root-cause removal
- Observability and actionable alerting
- Rollback paths and release safety
Architecture
- Clear boundaries and data flows
- Failure-mode design
- Practical tradeoffs
Delivery Automation
- CI/CD patterns that prevent bad deploys
- Environment parity
- Operational tooling and runbooks
Featured Work
Selected systems work and outcomes.
Onsite ANPR Reliability
ProblemUnstable edge processing caused inconsistent vehicle reads.
ResultDetection consistency improved with safer deployment controls.
Read case studyLoyalty Platform Resilience
ProblemRelease risk and data drift blocked predictable delivery.
ResultRelease confidence increased with guardrails and parity checks.
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