Hello,
I have read your project description and it seems very interesting. I made a lot of similar projects and dealed with different kinds of data (balanced and imbalnced), I built classification models using algorithms such as logistic regression, KNN and random forest, and also built models using neural networks. I did a lot of data analysis, data cleaning, and hyper paramter tuning jobs as well, so the models could give better results.
It will be my pleasure working on your project.
Regards