Vera A.

Key Skills

Software

Other

Top Subject Matter

Document annotation for AI training datasets

Form and record processing supporting structured data creation

Research data labeling/classification for academic work

Top Data Types

Document

Text

Image

Top Task Types

Classification

Data Collection

Freelancer Overview

Data Entry & Document Annotation Associate | Freelance / Academic Projects. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, University Of Ghana and Virtual Assistant Program, ALX Ghana. AI-training focus includes data types such as Document and Text and labeling workflows including Classification, Data Collection, and Entity (NER).

Labeling Experience

Data Entry & Document Annotation Associate | Freelance / Academic Projects

DocumentClassification

Reviewed and annotated documents across multiple datasets using consistent tagging schemas to support downstream analysis. Ensured labeling quality above 98% by applying standardized categorization and validating outputs during QA review cycles. Flagged ambiguous or out-of-scope content to reduce annotation errors and maintain dataset integrity. • Reviewed and annotated documents • Applied consistent tagging/category schemas • Flagged ambiguous or out-of-scope content • Supported QA accuracy targets (98%+).

2022 - Present

Customer Service & Form Processing Representative | Administrative Support Role

OtherDocumentData Collection

Processed high volumes of customer forms, applications, and records with strict attention to accuracy and completeness for reliable downstream use. Cross-referenced entries against source documents to resolve discrepancies and maintain data integrity. Managed sensitive information in compliance with data handling and confidentiality guidelines. • Processed forms, applications, and records • Cross-referenced against source documents • Resolved discrepancies to maintain integrity • Followed confidentiality and sensitive-data handling rules.

2021 - 2022

Research Data Assistant | University Academic Department

OtherText

Collected, coded, and organized qualitative and quantitative research data to support academic publications. Applied systematic classification frameworks to categorize survey responses and interview transcripts for consistent labeling across materials. Collaborated with faculty to ensure labeling consistency across multi-reviewer projects. • Collected and organized research data • Coded and categorized survey responses/transcripts • Applied systematic classification frameworks • Coordinated with faculty on labeling consistency.

2020 - 2021

Education

Work History