DynamoDB data load after transforming files. Any AWS service like GCP Dataflow/Apache Beam?

Question

New to AWS. I have a requirement to

1. Read 6-10 1GB+ CSV Files. (Each file is an extract of a table from a SQL db.)
2. Transform e