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She was photographed carrying vegetables at a local market by RupChandra Maharjan, an employee of a nearby rafting company.
The photo quickly went viral, and the Twitter hashtags #Tarkariwali and #Sabjiwali-which mean "vegetable seller"-started trending as people praised her looks.
Shrestha told BBC Nepali that she is a management student at the district of Chitwan. According to her father, Chandra Narayan Shrestha, 43, she wanted to study nursing but the family had no money
She was photographed when she went back to her hometown of Bagling, Gorkha to help her parents during the college break.
Shrestha's father told MyRepublica: “I hear that her photos have become popular on the Internet. Who had imagined that she would get such publicity? My daughter has always been a shy girl; she is a girl of very few words."
Twitter users praised Shrestha for her "cuteness and hard work" while other netizens pointed out that she and tea-seller Arshad Khan would make a beautiful couple.
Watch her segment on a local Nepali Television channel below.