Kainene N.

Key Skills

Software

Mercor

Top Subject Matter

AI model evaluation and data quality (truthfulness, accuracy, rubric adherence)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Classification

Question Answering

Object Detection

Text Summarization

Transcription

Evaluation/Rating

Freelancer Overview

AI Evaluation & Data Quality Specialist (Contract). Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mercor. Education includes Graduate Certificate, University of California, Irvine (2020) and Bachelor's Degree, University of Ibadan (2015). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Evaluation & Data Quality Specialist (Contract)

MercorText

Evaluated and scored AI model outputs for truthfulness, accuracy, and quality using defined rubrics to produce structured human feedback. Conducted data quality reviews on multi-step task results, identifying hallucinations, factual errors, and rubric violations with traceable rationale. Applied human-in-the-loop evaluation frameworks to convert expert judgment into training and evaluation data. • Score AI outputs against rubric criteria • Flag hallucinations and rubric violations • Ensure traceable, detailed reasoning for feedback • Maintain scoring consistency across distributed evaluation batches

2025 - Present

Education

Work History