Comment by the88doctor

I started my PhD doing algebraic topology and tried using TDA for a couple industry projects before eventually switching to work on quantum computing algorithms because I decided TDA wasn't that useful. It's definitely a solution in search of a problem, and while there do seem to be a couple interesting use cases (such as genetic data analysis), I completely agree with you that there are better alternatives in most situations.