james milner

I am a detail-oriented Data Annotation Specialist and Quality Assurance evaluator with practical experience labeling image, text, audio, and video datasets to support AI and machine learning projects. I have collaborated with data scientists to define annotation standards, reviewed and verified dataset quality, and delivered large-volume projects under tight deadlines.

My portfolio includes large-scale image annotation for autonomous vehicles, sentiment labeling of social media text, audio annotation for speech recognition, and medical image segmentation. I combine hands-on use of annotation tools with solid data preparation skills and a commitment to accuracy, efficiency, and consistency to improve model training outcomes.