While this does not answer you question of how to build an application that backups up AWS Timestream, as pointed out by Peter Csala in the comments, AWS Backup now supports backing up Amazon Timestream.

Through AWS Backup you may choose to backup Timestream table on-demand or on a set schedule through a backup plan. These backups will be incremental.

These recovery points can then be restored and table configurations can be set manually.