Rapslayer K.

Key Skills

Software

Other

Clickworker

AWS SageMaker

Axiom AI

Argilla

Top Subject Matter

AI training dataset quality for micro-task annotation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Video

Top Task Types

Classification

Segmentation

Point/Key Point

Polygon

Cuboid

Entity (NER) Classification

Freelancer Overview

Freelance Content Creator & Data Analyst (Data annotation guideline and quality evaluation). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Mount Kenya University (2027). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Freelance Content Creator & Data Analyst (Data annotation guideline and quality evaluation)

OtherText

Verified and reviewed data annotations and annotation guidelines for online micro-task platforms to ensure multi-step quality compliance. Evaluated the accuracy and quality of labeled outputs against provided standards and formatting instructions. Focused on maintaining consistency and correctness of dataset contributions for AI training tasks.• Reviewed annotation guidelines and performed quality checks on labeled data• Ensured strict adherence to multi-step quality standards• Assessed annotation accuracy and clarity of resulting content• Supported correct formatting and granularity requirements

2025 - Present

Education

Work History