The story
Due to fatty arms resembling chicken wings. The name connotes a bingo winner waving her arms in excitement.
Etymology from Wiktionary, CC BY-SA 4.0.
bingo wings
Today it means: Fatty, loose flaps of skin hanging from the upper arms. Full definition →