Key Skills

Freelancer Overview

With over 40 years of experience in education leadership, I have a proven track record of managing large-scale programs that rely heavily on accurate data collection, analysis, and reporting. My roles have required meticulous oversight of compliance data, federal reporting (including NRS), and performance accountability, where I implemented data-driven improvements to boost outcomes. I am skilled in ensuring data integrity, conducting risk assessments, and developing training materials for data management processes. My experience collaborating with diverse teams and stakeholders, along with my ability to analyze and evaluate program data, makes me adept at supporting high-quality data labeling, annotation, and AI training data initiatives. I am committed to leveraging my expertise to ensure the accuracy and reliability of datasets that drive impactful AI solutions.

Labeling Experience

Education

Work History