Treat Yo' Pup is a webapp that I built in 2 weeks at Insight to help dog owners find a perfect toy for their pup. I was inspired to make this after struggling to find toys for my own dog that he would actually play with and not tear to pieces within the first few minutes.
I leveraged Natural Language Processing (NLP) techniques to match a user's description of their dog's preferences to the toy reviews of chewy.com. Additionally, the user selected keywords help me find other users like them to better inform the recommendations.
All of the recommendations are combined and the top 10 toys are presented with an image, pricing information, and a clickable bubble to read some of the reviews matched to your inputs.