Njoki M.

Key Skills

Software

Don't disclose

Top Subject Matter

General content/data quality review (information consistency and completeness)

Administrative data handling and quality-focused record management

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

Self-Employed (Remote) — Information review and content evaluation. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Google Workspace. Education includes Bachelor of Arts, The Ohio State University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Freelancer — Data and record accuracy/support tasks

TextClassification

Performed administrative and data-related tasks with an emphasis on accuracy, completeness, and consistency. Managed records and applied procedures to keep information aligned with required standards. Collaborated with team members to improve workflow efficiency while maintaining confidentiality. • Data entry and record management with accuracy checks • Ensured information completeness and consistency • Followed confidentiality requirements for sensitive information • Supported workflow improvements through team collaboration

2022 - Present

Self-Employed (Remote) — Information review and content evaluation

Don't discloseText

Reviewed and organized information while maintaining high accuracy for independent assignments. Followed detailed procedures and quality guidelines to ensure consistent, reliable results. Documented findings and communicated issues clearly when problems were identified. • Content and information review for consistency and completeness • Applied written instructions and quality rules to evaluate items • Maintained accuracy and objectivity in reviewing information • Managed assignments independently while meeting deadlines

2020 - Present

Education

Work History