HCI design project rethinking how peer review works in Canvas — the LMS used across Georgia Tech. The existing flow buries feedback in forms and disconnects reviewing from the actual document being evaluated. This project diagnosed those gaps through surveys, heuristic evaluation, and forum analysis, then prototyped a new experience. My contribution, PeerView, introduces a comment-centric, split-screen review interface built to make giving and receiving feedback feel natural and useful rather than obligatory.