idea for graduation project

Seeing that this is in algorithms, I would do some algorithms in code

So what are your interests?

Music / Video? Maybe implement an algorithm for fingerprinting.
Video / Image processing? Maybe implement some algorithms to improve image quality.

Depending on the required level, you can use existing libraries (highschool, sub-university) or implement from scratch (university).