As a traveler, RoundTrip empowers you to effortlessly store and access information about your past trips, including flights, hotels, and landmarks. Our machine learning model even predicts the cost of your next trip, helping you plan and budget effectively. With RoundTrip, travel management has never been easier. In addition, advertisers and deal administrators will be able to easily interact with travelers, giving them the opportunity to get the best deals for their trips.
- Simple: Have all information about your past trips in one easy-to-use dashboard
- Interactive: Predict how expensive your next trip will be using our ML model
- Save money: Get access to the newest deals on hotels and flights
- Advertise: As a hotel or airline, get your promotions out there to customers!
To run our app, you’ll need to install the following:
- Homebrew
- Docker
- Python
- Streamlit
- Clone the git repository
- Open VS code and cd into the repository
- Go into .env.template in the api folder, create a password and remove .template from the file name.
- Then run the following commands.
docker compose up
- Go to a browser and open http://localhost:8501
One of our biggest challenges was the lack of data availability. We originally planned to include 100+ countries that users can travel between. That being said, although right now, there is limited availability for which countries travelers can travel between, we hope to include more countries when more data becomes available. In addition, when data becomes more abundant with time, we hope our prediction models will become more accurate.
Our Team:
| Frani Pendus | https://github.com/franipendus |
|---|---|
| Erica Indman | https://github.com/erica-iii |
| Nalika Palayoor | https://github.com/nalikapalayoor |