Core Developer · Evaluation toolboxes covering classification, keypoint detection, keypoint regression, and image-based 3D-box tasks.
- Built unified evaluation infrastructure that the perception teams used to benchmark models across heterogeneous task heads.
- Standardized metrics, error analysis, and regression tracking so model releases could be compared apples-to-apples.