Faith Aniefiok

Key Skills

Software

Appen

Clickworker

CrowdSource

Data Annotation Tech

Lionbridge

OneForma

Remotasks

Scale AI

Toloka

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Data Collection

Evaluation Rating

Prompt Response Writing SFT

Question Answering

Text Generation

Freelancer Overview

I have hands-on experience in data labeling for machine learning and AI training. My work includes annotating images, audio, text, and video datasets with precision, following detailed guidelines to ensure high-quality outputs. I’ve worked with platforms like Appen and Crowdgen on projects involving sentiment analysis, object detection, transcription alignment, and named entity recognition. I am proficient in using labeling tools such as Labelbox, Prodigy, and internal task-specific software. I prioritize accuracy, consistency, and timely delivery in every task, making me a reliable contributor to AI development pipelines.

Labeling Experience

Spearmint

AppenTextEvaluation Rating

SPEARMINT (Tone & Fluency Evaluation Project) Evaluated AI model responses for fluency, clarity, helpfulness, and tone. Compared outputs from multiple models and selected the most accurate or appropriate response. Identified harmful, biased, or inappropriate content. Provided gold-standard examples and brief reasoning summaries. Specialized in stylistic, tonal, and reasoning-based evaluation.

SPEARMINT (Tone & Fluency Evaluation Project) Evaluated AI model responses for fluency, clarity, helpfulness, and tone. Compared outputs from multiple models and selected the most accurate or appropriate response. Identified harmful, biased, or inappropriate content. Provided gold-standard examples and brief reasoning summaries. Specialized in stylistic, tonal, and reasoning-based evaluation.

2025

Education

Work History