In this article I will discuss how to build a cloud agnostic Big Data processing and storage solution running entirely in Kubernetes. This design avoids vendor lock-in by using only open-source technologies and avoiding cloud-managed products such as S3 and Amazon ElasticMapReduce in favour of MinIO and Apache Spark