Amadi H.

Key Skills

Software

Other

Appen

Clickworker

OneForma

Top Subject Matter

AI/NLP model training data

LLM response evaluation

Top Data Types

Text

Image

Top Task Types

Text Generation

Transcription

Prompt + Response Writing (SFT)

Question Answering

Object Detection

Classification

Freelancer Overview

AI Trainer (part-time) — Appen, Outlier, Clickworker, Oneforma, Tech Mahindra. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master's in Computer Science, University of Port Harcourt (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer (part-time) — Appen, Outlier, Clickworker, Oneforma, Tech Mahindra

OtherText

Performed AI training support by generating and producing accurately labeled NLP-oriented data based on prompts and requirements. Assessed AI-generated outputs for quality dimensions including accuracy, language fluency, and contextual relevance to the user’s intent. Conducted additional evaluations for truthfulness, harmfulness, and cultural appropriateness as part of model quality checks. • Rated responses to diverse prompts and ensured they matched the expected meaning. • Reviewed language quality and context alignment during manual quality assurance. • Flagged issues and provided detailed feedback to improve model behavior. • Compared outputs and selected results according to defined criteria for benchmarking.

2019 - Present

Education

Work History