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.
