Last Minute Internships?

I'm going into my final year for a BS computer science and am worried about the likelihood of getting a job with my current experience. I transferred schools after nearly dropping out due to covid, adding another year to my college career. I've yet to apply to any internships and have a few personal projects for my resume, nothing special though. I haven't looked into any lab/research positions at the university but I'm open to if it's possible.

It's currently summer and I begin by final year (two semesters) in about a month. What should I do with this final year to increase the chances of me getting a job? is it too late to get an internship? Will certifications help? I also have a few friends in the field already who might be willing to throw my name in the ring.

Thank you!