Muhammad Ayub

I am an operations specialist with over four years of experience in high volume data management, digital record keeping, and process optimization. My background includes ensuring 100% data accuracy and integrity while handling large datasets, verifying source documents, and resolving discrepancies—skills that are directly relevant to data labeling and annotation roles. I have implemented digital inventory systems and streamlined cross referencing between physical and digital assets, which has strengthened my attention to detail and ability to follow complex guidelines. My experience in training and mentoring team members, as well as coordinating with multiple departments, has made me adaptable and effective in collaborative, remote friendly environments. I am multilingual and comfortable working with diverse teams, and I am eager to apply my expertise in data entry, quality assurance, and workflow optimization to contribute to high quality AI training data projects.