Project Ideas for College Junior

I am looking for ideas for long term projects I can do to improve my portfolio. I want to go into software engineering/app development and wanted to know if there were things that would catch a recruiter's eyes in a project. Any suggestions for projects or resources would be appreciated!

Thanks in advance!