Alveera Shaikh

I am an Annotation Analyst with over five years' experience producing accurate training datasets for AI and ML models, specializing in document, text, image, video and audio annotation. I have led teams of 10+ annotators, mentored staff, and maintained rigorous QA and documentation to meet productivity and accuracy targets.

My work spans industry platforms and tools such as CVAT, Mihup and Baidu, and I regularly collaborate with data scientists, engineers and product managers to improve annotation workflows and model performance. I have experience handling structured and unstructured financial documents and performing quality audits to ensure consistency and compliance with guidelines.

I seek to bring technical oversight, strong guideline interpretation, and cross-team coordination to organizations building scalable AI systems; I emphasize continuous improvement, clear documentation, and training to elevate annotation quality and downstream model results.