I think there is an important distinction between sequencing a genome and then using ML methods to extract meaning from it. Sequencing (has traditionally) been hard but is now more of a tractable problem [1, 2].
To answer your question, if you have your genome and a dataset of known genomes marked with functions according to regions, then you could probably perform an interesting analysis..