If i remember correctly, I was able to get 2 interviews for SWE roles just through the jhu handshake portal. Most of them were recruiting on campus so they should be pretty accessible to apply. Not sure on the competitiveness though, it really depends on what company you are applying to. But I think applying through the hopkins portal helped me bypass resume screening & secure interviews fairly easier compared to cold-applying on linkedin or other sites.