Esther Phoebe

Key Skills

Software

Label Studio

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Bounding Box

Question Answering

Text Generation

Text Summarization

Prompt Response Writing SFT

Freelancer Overview

I am a dedicated remote AI trainer and data annotator with hands-on experience in labeling and evaluating text and audio data for language model training. My background includes reviewing AI-generated outputs for accuracy, clarity, and policy compliance, as well as providing structured feedback to enhance model performance. I am skilled in transcription, quality assurance, and content moderation, with a strong command of both English and Swahili, enabling me to handle multilingual and domain-specific tasks. I am proficient with online annotation platforms, AI task dashboards, and document tools like Google Docs and Microsoft Word. My attention to detail, adherence to guidelines, and ability to work independently allow me to consistently deliver high-quality results in AI data projects.

Labeling Experience

AI Text Evaluation & Data Annotation (Freelance/Remote)

Label StudioTextBounding BoxQuestion Answering

I worked on remote AI training tasks that were focused on evaluating and improving AI-generated text responses for large language models. My responsibilities included rating responses for correctness, clarity, relevance, tone, and policy compliance using detailed rubrics. I also performed prompt-response evaluations, identified hallucinations and factual errors, and provided structured feedback to improve model alignment. The tasks also included text annotation, response rewriting, summarization checks, and transcription-based quality reviews. I followed strict project guidelines, maintained consistency across large task volumes, and ensured high-quality outputs suitable for model fine-tuning and reinforcement learning workflows.

I worked on remote AI training tasks that were focused on evaluating and improving AI-generated text responses for large language models. My responsibilities included rating responses for correctness, clarity, relevance, tone, and policy compliance using detailed rubrics. I also performed prompt-response evaluations, identified hallucinations and factual errors, and provided structured feedback to improve model alignment. The tasks also included text annotation, response rewriting, summarization checks, and transcription-based quality reviews. I followed strict project guidelines, maintained consistency across large task volumes, and ensured high-quality outputs suitable for model fine-tuning and reinforcement learning workflows.

2023 - 2025

Education

Work History