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Hoang Anh
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Apr 22, 2021
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 | ||
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# Description | ||
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> #### 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 | ||
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## Web/Frontend | ||
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- Angular 11 | ||
- Graphql | ||
- Lib: amchart, material, foundation | ||
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## Server/Backend | ||
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- Spring boot 2 | ||
- graphql-java 11 | ||
- Lib: graphql-java-tool, log4j, POI, commons-io, httpclient | ||
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## AI Services | ||
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- Python 3.8 | ||
- Lib: Pandas, Featuretools, Scikit-learn, Numpy | ||
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## Architecture | ||
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 | ||
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# AI Pipeline Explanation | ||
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 | ||
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# Demo | ||
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[Video demo](https://www.loom.com/share/57ff1181758546cd9a4a4a0a4cb7cc0b) | ||
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## Deployment | ||
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``` | ||
docker-compose up --build -d | ||
``` | ||
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## Contributors | ||
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<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> | ||
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[MIT](https://choosealicense.com/licenses/mit/) |