Everline B.

Key Skills

Software

Other

Appen

Clickworker

CloudFactory

CVAT

iMerit

Remotasks

Toloka

Top Subject Matter

Structured datasets

AI response evaluation

and online research

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Bounding Box

Polygon

Cuboid

Object Detection

Question Answering

Transcription

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance / Self-Directed Data Work (Remote) — Data annotation, labeling, and classification. Core strengths include Other. Education includes Bachelor of Economics and Statistics, University of Nairobi (2023). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI response evaluation and quality rating practice (remote, task-based)

OtherText

Evaluated AI-generated responses for accuracy, clarity, and relevance according to predefined quality criteria. Rated responses to support quality assurance for AI outputs in a task-based remote workflow. Ensured labeled evaluations aligned with the provided instructions and expectations. • AI response evaluation (accuracy, clarity, relevance) • Quality rating of AI outputs • Guideline-based assessment in a remote task workflow • Focus on attention to detail and consistent labeling

2023 - Present

Freelance / Self-Directed Data Work (Remote) — Data annotation, labeling, and classification

OtherTextClassification

Performed remote data annotation, labeling, and classification tasks using strict, task-specific guidelines. Cleaned and organized structured datasets using spreadsheets to ensure consistency and accuracy. Conducted supporting web research and fact-checking to validate information included in labeled datasets. • Data annotation and labeling for structured datasets • Classification tasks following detailed instructions • Data cleaning and organization in spreadsheets • Web research and verification for dataset accuracy

2023 - Present

Education

Work History