Inspiration
I love to have friends over and experiment with different cocktails. Therefore I decided yo create a webapp that my friends may use when they need to get an inspiration to trying new cocktails.
What it does
The app shows all available drinks, based on ingredient availability and can recommend new drinks to try based on ones you've tried before.
How we built it
It was built using a React framework. The recommendation part is done with a AI Clusters algorithm.
Challenges we ran into
The main challenge I ran into was data preprocessing. I found myself having to do a lot of it manually as I had to label cocktails, and make the ingredients list smaller, for more accurate results. (i.e. replace lemonade with lemon and sugar)
Accomplishments that we're proud of
I'm proud of the final result aswell as the accuracy of the program, however, it still has ways to go.
What we learned
What's next for Friend's Pub
Next, I would love to make the app more user friendly, and make it look better. There's also a lot of features which I need to add, like singular drinks pages where you can see the ingredients, recipies...
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