Key Skills

Software

Clickworker

Remotasks

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Text

Video

Top Label Types

Classification

Emotion Recognition

Evaluation Rating

Prompt Response Writing SFT

Question Answering

Text Generation

Text Summarization

Transcription

Freelancer Overview

Hi, I’m Ruth Uma-Life, an AI Data Annotator and Prompt Evaluation Specialist with a strong foundation in attention to detail, structured workflows, and communication skills developed through customer service and virtual coordination roles. I focus on human-in-the-loop AI tasks, including text classification, sentiment analysis, entity labeling, conversation ranking, and prompt evaluation, as well as image, video, and audio annotation. I review datasets for accuracy, guideline adherence, bias detection, and consistency, using tools like Label Studio, CVAT, Roboflow, Google Flow, and Outline, while applying Python and JSON for data inspection and label validation. My experience running projects, coordinating virtual teams, and managing customer interactions has strengthened my precision, workflow management, and problem-solving skills. I am committed to delivering high-quality, reliable datasets that enhance AI model performance, and I am available for remote, task-based projects, ready to contribute immediately to AI annotation and evaluation workflows.

Labeling Experience

Education

Work History