Sammy S.

Key Skills

Software

Scale AI

Labelbox

Top Subject Matter

AI training data annotation for text understanding tasks

Annotation process support and content documentation

Top Data Types

Text

Document

Image

Top Task Types

Classification

Question Answering

Freelancer Overview

AI Data Annotator & Text Evaluator (Freelance, Remote). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox. Education includes Bachelor of Arts, Kenya Masaai Mara University (2020). AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Annotator & Text Evaluator (Freelance, Remote)

LabelboxText

Freelance AI Data Annotator and Text Evaluator performing structured annotation for text and image datasets based on detailed guidelines. Labeled sentiment, intent, relevance, and content categories while maintaining high sample accuracy and consistency. Conducted quality checks across batches and documented edge cases and ambiguous decisions for continuous improvement. • Completed guideline-driven labeling for text and image examples. • Assigned sentiment/intent/relevance/content categories according to rubrics. • Flagged inconsistencies and communicated issues for clarification. • Produced written documentation detailing edge cases and recommendations.

2023 - Present

Education

Work History