At Telus, I refactored legacy payment and fraud detection platforms into Kubernetes microservices, helping achieve 99.99% uptime across critical production systems. I also owned production reliability for AWS workloads running on EKS, EC2, Lambda, and RDS.
I built highly available CI/CD pipelines with GitHub Actions, AWS CodePipeline, and ArgoCD-based GitOps, reducing deployment failures by 40%. My work also included operational readiness reviews, SLI and SLO frameworks, and disaster recovery exercises.
At BMW, I automated infrastructure provisioning and CI/CD deployments, and supported containerized healthcare applications. I built data pipelines for clinical data and helped maintain 99.9% availability for patient analytics microservices.
Earlier, at Accenture, I worked on cloud migrations and automation across Azure, AWS, and GCP. I migrated data warehouse workloads to BigQuery and Hadoop and Spark workloads to Dataproc, and built infrastructure-as-code and CI/CD workflows.

