Godwin A.

Key Skills

Software

Other

Top Subject Matter

LLM training data: RLHF

Instruction-following Domain Expertise

safety alignment

Top Data Types

Text

Video

Top Task Types

RLHF

Fine-tuning

Freelancer Overview

Data Labeller / AI Annotation Specialist — Outlier AI (Jan 2024 – Apr 2024). Core strengths include Other. Education includes Bachelor of Science, Federal University Lokoja (2024). AI-training focus includes data types such as Text and labeling workflows including RLHF and Fine-tuning.

Labeling Experience

Data Labeller / Content Evaluator — Mindrift AI (Feb 2025 – Present)

OtherTextFine-tuning

Labeled AI-generated content for model fine-tuning and evaluation across diverse subject domains. Performed multi-label classification, binary preference tasks, and open-ended response rating at scale. Identified and flagged hallucinations, bias, and harmful outputs and collaborated with QA reviewers to resolve discrepancies and maintain inter-annotator consistency. • Multi-label classification • Binary preference labeling and response rating • Hallucination, bias, and harmful-output flagging • QA discrepancy resolution and inter-annotator consistency

2025 - Present

Data Labeller / AI Annotation Specialist — Outlier AI (Jan 2024 – Apr 2024)

OtherTextRLHF

Provided text annotations for LLM training pipelines, including classification, ranking, and preference labeling. Evaluated prompt-response pairs to support Reinforcement Learning from Human Feedback (RLHF) workflows and assessed outputs for factual accuracy, relevance, tone, safety, and instruction adherence. Ensured high annotation accuracy and throughput while following detailed style guides and labeling rubrics for thousands of samples. • Text classification and sentiment-oriented labeling • Preference ranking and preference labelling • Output evaluation for safety, relevance, and instruction adherence • Style-guide/rubric-based QA and consistency checks

2024 - 2024

Education

Work History