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Hoang Anh committed Apr 22, 2021
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![Build Status](https://img.shields.io/badge/build-passing-%23489976?style=for-the-badge&logo=appveyor)

# Description

> #### Using hotel data and AI to predict high value guests and potential VIP guests.
> #### Hotel can leverage on prediction resutls to run more effective email marketing campaign, focus on the right target customers with only limited resources, and deliver better customer experiences.
# Technology stack

## Web/Frontend

- Angular 11
- Graphql
- Lib: amchart, material, foundation

## Server/Backend

- Spring boot 2
- graphql-java 11
- Lib: graphql-java-tool, log4j, POI, commons-io, httpclient

## AI Services

- Python 3.8
- Lib: Pandas, Featuretools, Scikit-learn, Numpy

## Architecture

![Architecture](./structure.png)

# AI Pipeline Explanation

![Pipeline](./pipeline.png)

# Demo

[Video demo](https://www.loom.com/share/57ff1181758546cd9a4a4a0a4cb7cc0b)

## Deployment

```
docker-compose up --build -d
```

## Contributors

<table>
<tr>
<td align="center"><a href="https://github.com/duymrnhtd"><img src="https://avatars.githubusercontent.com/u/19342650?v=4" width="100px;" alt="Duy Nguyen"/><br /><sub><b>Duy Nguyen</b></sub></a><br /></td>
<td align="center"><a href="https://github.com/hiencm"><img src="https://avatars.githubusercontent.com/u/8735336?v=4" width="100px;" alt="Hien Cao"/><br /><sub><b>Hien Cao</b></sub></a><br /></td>
<td align="center"><a href="https://github.com/quocq6hcm"><img src="https://avatars.githubusercontent.com/u/32530883?v=4" width="100px;" alt="Quoc Nguyen"/><br /><sub><b>Quoc Nguyen</b></sub></a><br /></td>
<td align="center"><a href="https://github.com/HariWu1995"><img src="https://avatars.githubusercontent.com/u/22979330?v=4" width="100px;" alt="Hai Vo"/><br /><sub><b>Hai Vo</b></sub></a><br /></td>
<td align="center"><a href="https://github.com/bigredbug47"><img src="https://avatars.githubusercontent.com/u/31086329?v=4" width="100px;" alt="Minh Nguyen"/><br /><sub><b>Minh Nguyen</b></sub></a><br /></td>
<td align="center"><a href="https://github.com/hoanganh-nguyen94"><img src="https://avatars.githubusercontent.com/u/37209834?v=4" width="100px;" alt="Hoang Anh Nguyen"/><br /><sub><b>Hoang Anh Nguyen</b></sub></a><br /></td>
</tr>
</table>

[MIT](https://choosealicense.com/licenses/mit/)

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