Cheyenne Sampson
Spring
Summary
Professional data specialist with strong focus on accuracy and efficiency in data annotation tasks. Proven ability to collaborate effectively within teams and adapt to evolving project requirements. Skilled in data labeling, categorization, and ensuring data quality. Reliable and results-driven, with keen eye for detail and commitment to achieving project goals.
Overview
10
10
years of professional experience
Work History
Data Annotation
AI Training Generalist
New York, NY
04.2026 - Current
- Reviewed AI-generated responses for accuracy, consistency and quality in accordance with project guidelines.
- Found inconsistencies and provided detailed structured feedback to help improve model
- Adhered to task instructions and quality standards to produce reliable training data results.
- Well-written observations, rationale and uncertainties to support evaluation processes
- Independent worker focused on project workflows with great attention to detail
- Assisted in organizing and structuring information to improve AI learning effectiveness
- Applied critical thinking and problem-solving skills to assess outputs and suggest improvements
- Maintained accuracy, efficiency, and consistency across high-volume review and evaluation tasks
Freelance Editor and Proofreader
Frogg Spa Editing
Woodbury, TN
05.2022 - Current
- Prepared, rewrote, and edited pieces to improve readability, impact, accuracy, clarity, and consistency.
- Proofread, edited, and evaluated final copy to verify content aligned with established guidelines.
- Acquired in-depth knowledge of content areas to provide effective edits.
- Created contracts and invoices.
- Provided concise and constructive editorial feedback to writers to improve article and story writing.
- Collaborated with writers, designers, and other editors to deliver content of highest quality.
- Ran day-to-day operations and kept strict records for taxes.
Sales Associate
The Home Depot
Manchester, TN
09.2019 - 05.2022
- Accurately processed POS transactions, performing cash, card, and check transactions to complete customer purchases.
- Engaged with customers to effectively build rapport and lasting relationships.
- Organized and rotated racks and shelves to maintain store visual appeal, engage customers, and promote specific merchandise.
- Helped customers locate products and checked store system for merchandise at other sites.
- Provided positive first impressions to welcome existing, new, and potential customers.
- Maintained calm demeanor and professionally managed issues in busy, high-stress situations.
- Assessed customer needs and utilized suggestive selling techniques to drive sales.
- Managed returns, exchanges, and refunds in accordance with store policy.
Lead Sales Associate
Dollar General
Woodbury, TN
04.2016 - 09.2019
- Trained, coached, and mentored sales associates for maximum performance, enforcing customer service, money handling, and organizing strategies.
- Processed and stocked merchandise in accordance with store standards.
- Worked with multiple vendors to maintain full inventory and rotation of products.
- Handled cash register operations and customer transactions to process payments.
- Maintained store visual standards by setting up window and interior displays to merchandising guidelines.
- Used POS system to process sales, returns, online orders, and gift card activations.
- Gained customer trust and confidence by demonstrating compelling, persuasive, and composed professional demeanor.
- Fielded customer complaints and facilitated negotiations, resolving issues and reaching mutual conclusions.
- Opened or closed storefront according to scheduling needs.
- Balanced cash drawers at the end of shifts.
Education
High School Diploma - Business Administration
Middle Tennessee State University
Murfreesboro, TN09-2015
High School Degree - General Studies and Multimedia Management
Cannon County High School
Woodbury, TN05-2014
Skills
- Efficient Workstation Configuration
- Multitasking
- Strong work ethic
- Flexible schedule
- Inventory management
- Quick learner
- Effective Problem Resolution
- Verbal and written communication
- Teamwork and collaboration
- Management experience
- Data annotation tools
Timeline
Data Annotation
AI Training Generalist
04.2026 - Current
Freelance Editor and Proofreader
Frogg Spa Editing
05.2022 - Current
Sales Associate
The Home Depot
09.2019 - 05.2022
Lead Sales Associate
Dollar General
04.2016 - 09.2019
High School Degree - General Studies and Multimedia Management
Cannon County High School
High School Diploma - Business Administration
Middle Tennessee State University