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Crystal Hankins

Crystal Hankins

Key Skills

Software

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Top Subject Matter

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Top Data Types

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Freelancer Overview

I have six years of experience working at the intersection of data analytics, AI operations, and workflow automation, with a strong focus on data labeling and training data quality. In my current role as an AI Operations Specialist, I oversee daily AI tool operations, monitor data pipelines, and maintain rigorous quality control for outputs. I’ve built automation scripts to streamline annotation tasks, reducing manual work by up to 30%, and have collaborated closely with engineers to refine labeling workflows and prompt design. My technical skills include Python (pandas), SQL, Power BI, and cloud tools, and I am experienced in creating clear documentation and onboarding materials to support data integrity. I am passionate about optimizing processes and ensuring high-quality, reliable datasets that drive real-world AI solutions.

Not specified

Labeling Experience

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Crystal H. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

U

University of Massachusetts, Boston

Bachelor of Science, Information Systems

Bachelor of Science
2018 - 2018

Work History

B

Brightpath Analytics

Data Analyst & Communications Associate

Austin
2019 - 2022
C

Community Tech Learning Center

Teaching Assistant

Remote
2018 - 2021