You need to find open source projects that suit your interest and you have a genuine passion in seeing them succeed. Look beyond the highly successful ones, and look for projects that have a reasonable community + momentum but are not very famous. There is a lot to be done for such projects
Try https://github.com/explore
Plug: Checkout our project https://github.com/frappe/erpnext