https://github.com/developerdavi/openhack-backend

An AI-powered team matching algorithm to improve hackathon participants experience. :robot:
https://github.com/developerdavi/openhack-backend

hackathon machine-learning matching robot team team-matching tensorflow tensorflowjs

Last synced: about 2 months ago
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An AI-powered team matching algorithm to improve hackathon participants experience. :robot:

• Host: GitHub
• URL: https://github.com/developerdavi/openhack-backend
• Owner: developerdavi
• Created: 2019-09-13T01:03:40.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-11T05:41:37.000Z (about 2 years ago)
• Last Synced: 2023-03-07T19:40:00.207Z (almost 2 years ago)
• Topics: hackathon, machine-learning, matching, robot, team, team-matching, tensorflow, tensorflowjs
• Language: JavaScript
• Homepage: https://api-openhack.now.sh/
• Size: 157 KB
• Stars: 2
• Watchers: 0
• Forks: 0
• Open Issues: 8
• Metadata Files:
  • Readme: README.md

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README

        
# Hackathons Team Matching AI :robot:

### TL; DR

This project was developed with the purpose of making better the team-making part of a hackathon.

### General purpose :unicorn:

Me and some participants of Shawee's 2019 OpenHack created a team. But we have had a problem. We didn't knew each other. So the purpose of this repo is to create a team matching AI that groups developers/people with a great features/knowledge variability.

### Technologies :wrench:

This repo is the back-end of a MVP. The technologies used are:

- Javascript

- NodeJS

- ExpressJS

- TensorFlow.JS

- Mongoose (with a MongoDB database)

### TODO :memo:

- [ ] Add continuous data feeding to improve AI models

### _Live_ ~server~

There's a _serverless_ lambda running this code at this moment. You can test it right now:

https://api-openhack.now.sh

### But, how can I properly test it? :thinking:

If you like using Insomnia, I created a workspace while I was developing the project. I just exported the workspace and added it to the repo.

You can download/view the file clicking [here](https://raw.githubusercontent.com/developerdavi/openhack-backend/master/Insomnia%20Export.json).

### Final thoughts

Well, if you are reading this and liked this project, a star :star: of any kind of feedback would be really appreciated.

#### Thanks! :grinning: