Godwin O.

Key Skills

Software

Other

Snorkel AI

Toloka

Top Subject Matter

LLM output evaluation

prompt compliance auditing

Hallucination/fact-checking Domain Expertise

Top Data Types

Document

Video

Computer Code Programming

Top Task Types

Computer Programming/Coding

Data Collection

Text Generation

Question Answering

Transcription

Fine-tuning

Text Summarization

Point/Key Point

Classification

Bounding Box

Freelancer Overview

Freelance AI Content Evaluator & Specialist (Remote Contract). Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Computer and Information Sciences, IIE MSA (Monash South Africa). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Freelance AI Content Evaluator & Specialist (Remote Contract)

OtherText

Performed side-by-side (SxS) evaluation of LLM outputs to select the optimal response based on safety, accuracy, and strict prompt compliance. Identified and documented factual hallucinations and scientific inaccuracies with concise, well-reasoned justifications and ensured adherence to administrative and linguistic constraints (e.g., word limits and character counts). Audited creative and stylistic writing prompt outputs by validating structural integrity such as poetic meter, rhyming structure, and thematic consistency. • Side-by-side model response ranking for best-fit selection • Hallucination detection and ground-truth-style justification writing • Constraint verification for formatting, sentence limits, and stylistic rules • Creative-structure validation for poetic meter, rhyme, and themes

2026 - Present

Education

Work History