Core strengths
Issue reproduction rate
Engineering gets log evidence, reproduction steps, and root cause analysis. Not just a forwarded ticket. That is the reason for a 30% reduction in investigation time.
Faster resolution, 20% fewer repeat tickets
Built Datadog observability dashboards across 100+ enterprise environments and authored 50+ knowledge base articles and playbooks. Both built because the gaps existed, not because anyone asked.
CSAT across EMEA
Every ticket, every tier, every P1/P2 on-call incident across 100+ enterprise accounts. Maintained through live customer calls, engineering escalations, and ambiguous situations with no playbook.
Tools by area
Tools change. Systems thinking, ownership, and communication do not.
Certifications