I built a lot of weird 'inventions' in university, such as an airsoft sentry gun to keep squirrels away from the garden. I was also in a student club.

I don't think any project specifically made potential employers say 'wow, we definitely have to hire this guy', but I think having actual experience doing stuff and demonstrating an interest for the field goes a long way towards landing you those first couple of jobs.