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Money in a bank account is "intangible" property and gifts of money are not subject to the US in situs rules.  This article explains it best as I could find in a few minutes.

https://sommers-taxapedia.com/archives/summary-of-the-law-on-gifts-from-a-non-u-s-taxpayer/

 

A gift of stock, or real estate, could be subject to gift tax payable by your parent.  But not cash.