Monitoring and observability specialist with deep experience designing, deploying, and tuning monitoring platforms
for large, distributed environments. I’ve worked across financial, telecom, and public sector organizations to
reduce downtime, cut through alert noise, and give teams the visibility they actually need to run critical systems.
I approach monitoring as an architectural concern, not a bolt‑on tool. That means aligning telemetry with
business‑critical journeys, using automation to enforce standards, and making sure the right people see the right
signals at the right time.
Core strengths
End‑to‑end observability: Metrics, logs, and traces that map to real services and user journeys.
Monitoring platform architecture: Designing tool ecosystems that scale and avoid siloed visibility.
Alert design: Reducing noise, tightening thresholds, and aligning alerts to actionable conditions.
Automation: Using scripts and APIs to standardize monitoring coverage and configuration.
Runbooks and readiness: Documenting what to do when alerts fire, not just generating tickets.
Cross‑team collaboration: Working with application, infrastructure, and security teams to share context.
Selected experience
Enterprise Monitoring Architect – Financial & Tax Systems
Architected monitoring strategies across critical tax and financial applications used by millions of customers.
Partnered with product and operations teams to define SLOs and map monitoring to business outcomes.
Reduced incident investigation time by improving dashboards, alerts, and logging structure.
Monitoring & Automation Engineer – Telecom & Public Sector
Integrated monitoring tools with ticketing, CMDB, and reporting platforms to improve incident lifecycle visibility.
Automated onboarding of new systems into monitoring using scripts, templates, and APIs.
Helped teams move from reactive “page for everything” alerting to more targeted, actionable signals.
Reliability Partner – Cross‑Functional Teams
Worked with engineers to identify blind spots, missing telemetry, and inconsistent alerting.
Drove improvements in logging practices so issues could be traced and diagnosed faster.
Encouraged post‑incident reviews focused on learning and systemic improvements, not blame.
Focus areas & tooling
Domains: Infrastructure monitoring, application performance, synthetic checks, and service health.
Practices: SLOs/SLIs, runbook development, incident response, and readiness reviews.
Technical: Scripting with PowerShell and Python, API integrations, dashboard customization, and metric pipelines.
Outcomes: Reduced MTTR, fewer false positives, and better alignment between monitoring and business priorities.
How I add value as a Monitoring Sentinel
My impact comes from making complex systems observable in a way that humans can actually use. I help teams see
what matters, ignore what doesn’t, and build confidence that when something breaks, they’ll know where to look
first. I care deeply about reliability, clarity, and operational sanity.