For me, parvenu/nouveau riche do not necessarily imply spending like this- having recently acquired the wealth that places them in this new class, they could be spending money in a different way from the people who haven't accepted them properly. It's more about class than spending patterns. Upstart doesn't fit.
You could say that the money has gone to his head.
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