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Contributed to football analytics and traffic monitoring AI projects.
Performed player tracking and classification in sports datasets.
Annotated vehicles, traffic lights, pedestrians, and road elements.
Used CVAT,SuperAnnotate & CVAannotate etc for 2D/3D annotation tasks.
Used Encord tool for bounding box annotation (cars, humans, clothing, accessories).
Maintained high annotation accuracy for object detection datasets.
Coordinated via Slack for workflow and project updates.
Performed high-precision image and video annotation for AI model training.
Applied point-based labeling for humans, vehicles, and environmental objects.
Conducted prompt-based mesh alignment to enhance model accuracy.
Executed action-based video annotation with precise start/end frame detection.
Used SAM2 & SAM3 for automated segmentation and multi-instance tracking.
Improved annotation workflows, increasing efficiency and data consistency
I have hands-on experience working with multiple AI data annotation tools including CVAT, Labelbox, SuperAnnotate, and Encord.
I specialize in image and video annotation tasks such as bounding boxes, polygon annotation, segmentation, and object tracking to support machine learning model training.
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