Iroh-Emmanuel A.

Key Skills

Software

Other

Top Subject Matter

Generative AI

Natural Language Processing

Media & Entertainment

Top Data Types

Text

Top Task Types

RLHF

Freelancer Overview

I'm a freelance content writer and scriptwriter with over three years of experience producing high-volume, accuracy-critical written content across multiple client accounts and formats. My work has always required the kind of judgment central to AI training: distinguishing good writing from bad, catching factual errors before they reach review, following complex briefs precisely, and iterating on feedback without losing quality or consistency. My AI training focus is text-based evaluation, particularly RLHF-style response assessment, prompt design, and output quality review. I bring strong written English proficiency, a sharp editorial eye, and a research-first approach to everything I submit. I'm entry-level in formal annotation but not in the underlying skills; and I learn rubrics fast.

Labeling Experience

AI Trainer & Content Evaluator (Freelance)

OtherTextRLHF

As an AI Trainer & Content Evaluator (Freelance), I designed and refined multi-turn prompts to enhance large language models’ abilities on various platforms. I evaluated AI-generated outputs based on factual accuracy, coherence, tone, instruction-following, and safety, using strict quality rubrics and performed RLHF-style ranking. I generated high-volume annotated datasets, documented evaluations, and applied red-teaming methods to detect harmful or inaccurate responses. • Crafted and refined prompts to stress-test models and explore edge cases • Used ranking and annotation to provide supervision signals for model learning • Evaluated outputs using established rubrics for quality, safety, and factual correctness • Maintained structured documentation and reported failure modes in model responses

2024 - Present

Education

Work History