- Annotate images and video frames with bounding boxes, polygons, and SKU classifications to build the ground truth for computer vision models.
- Audit model predictions against reality and document failure modes to improve model accuracy.
- Identify hardware issues like blurry frames or poor lighting and collaborate with engineers to validate fixes.
Mashgin powers an AI-driven checkout experience for over 40 million users, using kiosks that ring up items in under a second. The company is a profitable, well-funded Series B startup with a culture of extreme ownership and customer obsession.