At Deloitte, I define SLOs and SLIs for critical microservices, improving uptime reliability to 99.9%+. I also build CI/CD pipelines and automate deployments across AWS, Azure, and GCP.
At CI Financial, I owned monitoring and reliability for Kafka-based messaging systems, reducing lag and improving throughput. I built telemetry pipelines with OpenTelemetry, Prometheus, Grafana, and Splunk, and defined error budgets aligned with SLOs.
At Cognizant, I implemented infrastructure as code across AWS environments and supported cloud migrations from on-premises environments. I also developed shell scripts to automate daily jobs and performed root cause analysis on CI/CD pipeline failures.

