Taste Link

Connecting empty stomachs to restaurants near you.

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Home screen
Options selected
Restaurant recommendations

Inspiration

It's always a struggle to find new places to eat.

What it does

Takes user preferences and recommends places to eat.

How we built it

We created a website using HTML, CSS, and JS for front-end and used Flask and python for the back-end.

Challenges we ran into

Connecting front-end to back-end and working in a group for the first time.

Accomplishments that we're proud of

The recommendation algorithm overcoming group struggles

What we learned

JS, Pandas, recommendation algorithm, and how to make an API.

What's next for Taste Link

Get real data, use google API, group preferences.

Built With

Submitted to

MRUHacks 2025

Created by

I worked on the back-end, focusing on the recommendation algorithm and Pandas.

Nick Armstrong
Created the front end and helped with the sorting and recommendation algorithm

Laeeq Ladha
Created the backend API routes and helped with JavaScript components using the API routes.

Arvin Johal
Made the JavaScript for the front end and help with the apis

Luqman Ajani

Updates

Nick Armstrong started this project — Oct 04, 2025 09:34 PM EDT

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