Juniors and seniors often ask me how to get into a Ph.D. program. Having looked at applications for three years now, I feel like I can offer some good advice. [This advice applies for masters students too.] The one-word version of that advice is: PUBLISH.
How to Get into Grad School for Math, Engineering or Computer Science