Ashley Lineberry
Fayetteville
Summary
Detail-oriented Data Annotator specializing in high-accuracy data labeling and machine learning support with a strong focus on maintaining quality standards and effective communication. Skilled in data annotation and error detection, contributing to improved machine learning model performance and client satisfaction.
Overview
8
8
years of professional experience
Work History
Data Annotator
Freelance
Remote
02.2024 - Current
- Annotated large datasets for machine learning models, ensuring high accuracy and consistency.
- Collaborated with clients to understand project requirements and deliver tailored annotations.
- Utilized annotation tools to categorize and label data efficiently, enhancing workflow productivity.
- Reviewed and validated annotated data to maintain quality standards and resolve inconsistencies.
- Developed documentation for annotation guidelines, improving clarity and training processes for new annotators.
- Adapted quickly to evolving project specifications and feedback, demonstrating flexibility in task execution.
- Demonstrated strong attention to detail when working on complex projects involving multiple layers of information.
- Ensured adherence to data privacy policies while handling sensitive information during the annotation process.
- Supported project managers by meeting deadlines while maintaining the quality of annotations.
- Reduced errors in machine learning models by providing high-quality annotated data.
- Maintained open communication with the project lead, reporting progress and challenges faced during annotations.
Home Care Provider
Outreach Health Services
Chapel Hill, NC
06.2018 - 01.2019
- Provided compassionate care and support to clients in home environments
- Assisted clients with daily living activities, ensuring comfort and safety
- Monitored client health and wellness, reporting changes to healthcare professionals
- Developed individualized care plans in collaboration with clients and families
- Assisted patients with personal requirements for housekeeping and grooming assistance.
- Assisted patients with dressing, grooming and feeding needs, helping to overcome, and adapt to mobility restrictions.
- Assisted patients with handling daily chores and errands by transporting to appointments, cleaning personal spaces, and purchasing supplies.
Education
Bachelor of Science - Psychology
University of North Carolina At Chapel Hill
Chapel Hill, NC06-2029
Associate of Applied Science -
Central Carolina Community College
Sanford, NC06-2015
Skills
- Data labeling accuracy
- Ethical considerations
- Data privacy awareness
- Feedback receptivity
- Machine learning
- Image annotation expertise
- Fast learner
- Data entry
- Error detection
- Microsoft Excel
- Source documentation
- Time management
Timeline
Data Annotator
Freelance
02.2024 - Current
Home Care Provider
Outreach Health Services
06.2018 - 01.2019
Bachelor of Science - Psychology
University of North Carolina At Chapel Hill
Associate of Applied Science -
Central Carolina Community College