The couple reportedly got engaged Friday night.
It is not clear if they will marry before Fumo is sentenced.
Fumo was found guilty of defrauding the state, a local charity and a museum out of $3.5 million.
He is scheduled to be sentenced on July 13.
Fumo faces a possible 27 years behind bars.
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