You can search GitHub for open issues that need help: https://github.com/search/advanced
The commonly used label is "help wanted".
You can dig further. Some ideas:
* Issues which are not to old.
* Issues in repos with an average amount of stars (~100).
* Issues with a limited amount of comments.
* Issues of users which project/coding style you like.
...