Does Sparkflows supports AutoML. If so, how?

Yes, Sparkflows has AutoML capabilities and has deep integration with PyCaret and H2O AutoML. These can be run as part of workflow or as standalone apps as well.

More details can be found here - AutoML — Sparkflows 3.0 documentation