Elmard O.

Key Skills

Software

Don't disclose

Top Subject Matter

LLM output evaluation and prompt-based testing

AI-generated text review and content QA

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Segmentation

Classification

RLHF

Transcription

Text Generation

Bounding Box

Freelancer Overview

AI Content Evaluation Specialist (Independent Contractor, Remote). Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose and ChatGPT. Education includes Bachelor of Arts, University of Nairobi (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Content Writer & Research Associate (Upwork Freelance Projects, Remote)

Text

Reviewed and evaluated AI-generated content for writing quality and usefulness before publishing or delivery. Checked fluency, coherence, factuality, tone, and overall alignment with client objectives and audience needs. Provided feedback to improve clarity and performance of AI outputs during content creation workflows. • Edited and refined written content for readability and consistency • Conducted research and fact-checking to ensure accuracy • Assisted with content strategy and content optimization • Tailored content to brand guidelines and specific audiences

2023 - Present

AI Content Evaluation Specialist (Independent Contractor, Remote)

Don't discloseText

Evaluated AI-generated responses to assess quality and task alignment across multiple writing scenarios. Assessed outputs for accuracy, relevance, creativity, fluency, coherence, factuality, and user-intent alignment. Identified factual inconsistencies, logical errors, and bias-related issues to support quality assurance goals. • Created prompts and test scenarios to measure model performance • Performed bias detection and flagged bias-related concerns • Provided structured feedback to improve AI-generated outputs • Supported QA initiatives for language-based AI systems

2022 - Present

Education

Work History