At Cake, I architected and deployed cloud infrastructure to support AI/ML applications and healthcare data pipelines. My work spanned Kubernetes orchestration, network security, and medical imaging, with a strong emphasis on automation, quality, and maintainability.

• Built and maintained AI, ML, and ETL applications on Kubernetes, leveraging Kustomize, Helm, ArgoCD, Kubeflow, Crossplane, and Istio.

• Implemented network security and traffic management with Istio, ensuring reliability, compliance, and secure service communication.

• Designed and operated a petabyte-scale DICOM data pipeline, processing data sourced from multiple hospital systems.

• Championed QA culture improvements, advocating for automated testing, code review best practices, and higher engineering standards across the team.

Critical Infrastructure Analysis