Caro N.

Key Skills

Software

Other

Remotasks

Top Subject Matter

AI safety evaluation

policy compliance

and content moderation

Top Data Types

Text

Image

Document

Top Task Types

Classification

Freelancer Overview

Handshake AI — AI Data Specialist / Content Reviewer. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Remotasks. Education includes Bachelor of Arts, Mount Kenya University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Handshake AI — AI Data Specialist / Content Reviewer

OtherText

Evaluated AI-generated content for relevance, accuracy, and adherence to safety standards and policies. Supported AI model training by performing data annotation and labeling activities to strengthen dataset quality. Worked with remote teams to ensure operational workflow alignment and consistent quality outcomes. • Content safety and compliance evaluation • Data annotation and labeling for training • Relevance and accuracy checks • Remote workflow coordination

2025 - 2026

Outlier — AI Trainer & Data Evaluator

OtherText

Reviewed and evaluated AI-generated responses to confirm factual accuracy and compliance with established policies. Annotated and labeled datasets to improve AI model training effectiveness and downstream response quality. Provided constructive feedback and maintained remote workflow documentation to support continuous optimization. • Fact checking and policy compliance review • Dataset annotation and labeling • Constructive performance feedback • Remote documentation and process adherence

2024 - 2025

Remotask — AI Data Annotation Specialist

RemotasksTextClassification

Completed text, image, and video annotation tasks to support AI projects and ensure high-quality labeled data. Performed data validation, pairwise comparison, and quality review to maintain dataset integrity and labeling reliability. Coordinated with remote teams to uphold consistency and accuracy across multiple annotation workstreams. • Text/image/video annotation • Data validation and QA • Pairwise comparison review • Remote team collaboration for consistency

2021 - 2023

Education

Work History