Qupid is a matchmaking service that is responsible for creating efficient teams for workplaces and classes. More details in Presentation

Requires:

• Python & all listed requirements : FastAPI, Gensim, Matplotlib, Scikit-Learn, Pandas, Numpy, etc.
• MongoDB

Info:

• Pictures of screens in screens folder
• Word2Vec Analysis Images analysis folder
• Research and Experiments on model done in Notebook
• Pipeline related, training model & generating insights code in Pipeline route & Train Script
• Backend Code in Server
• Frontend Code in Qupid FE

• Make sure you add you own twitter api key in settings.env as "TW_KEY":"your_key_here" in folder app/server/routes/model/

python app/main.py

Spins up a fastapi server. To see what routes the backend offers visit https://localhost:8000/docs. features database and pipeline related functions(train model, refresh model, etc).

cd frontend/qupid
npm start

Simple React + Material UI frontend