What does one have to do to be a competitive applicant for prestigious scholarships?

Which scholarships did you have in mind? Are you looking ahead to grad school? Unless things have changed dramatically, graduate and professional schools aren’t going to care much about recreational ECs, although they would look favorably upon research, internships, or volunteer work that is related to your major.