Tabitha M.

I help AI and computer vision teams create high-quality, production-ready training data for machine learning, object detection, autonomous systems, robotics, and multimodal AI. With 2,200+ hours of Upwork experience, 100% Job Success Score, and Top Rated status, I bring strong attention to detail, consistent labeling, and the ability to work independently with complex annotation guidelines. Core expertise: ✔ Bounding boxes, polygons, polylines, and segmentation ✔ Object detection and classification ✔ Image and video annotation ✔ Keypoint and landmark labeling ✔ OCR and text annotation ✔ Quality assurance and annotation review ✔ Dataset cleanup and validation ✔Edge-case identification & guideline compliance Tools & platforms: ✔ CVAT ✔ Roboflow ✔ Label Studio ✔ Labelbox ✔ Supervisely ✔ V7 ✔ Dataloop ✔Amazon SageMaker Ground Truth ✔Custom & Proprietary Annotation Platforms I am experienced in following detailed annotation specifications, maintaining high inter-annotator consistency, identifying ambiguous cases, performing quality checks, and delivering accurate datasets within production deadlines. If you need an annotation specialist who can combine accuracy, consistency, QA, and technical understanding, I’m ready to help.