> in the US you only need to go through fingerprinting only once (or maybe "once per passport")
I’ve entered the US something like 150 times over 20 years. Visa free (ESTA) and on a B1 tourist visa.
I’ve been fingerprinted and photographed every single time.
As has been discussed elsewhere, this sounds more like you are flagged than SOP.