An end-to-end MTMC vehicle tracking pipeline for the AI City Challenge dataset using YOLOv8, ByteTrack, and deep appearance embeddings. The system reliably associates the same vehicle across cameras and visualizes cross-camera trajectories with pointer-based stitched videos.