Andrew R.

Key Skills

Software

Mercor

Top Subject Matter

Frontier AI model training and evaluation (business scenario reasoning)

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Red Teaming

Question Answering

Text Summarization

Text Generation

Segmentation

Freelancer Overview

Management Consulting Expert — AI Research Engagement (Independent reviewer). Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mercor. Education includes Master of Business Administration, Bayes Business School (formerly Cass Business School) (2025) and Master of Government, Reichman University (formerly IDC Herzliya) (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Management Consulting Expert — AI Research Engagement (Independent reviewer)

MercorText

Provided independent review and refinement of AI lab training and evaluation materials by assessing complex business scenarios and analytical tasks for analytical rigor and accuracy. Delivered detailed written feedback to improve model reasoning, output quality, and adherence to industry frameworks, identifying gaps and proposing structured improvements. Worked in a fully remote, cross-functional environment applying disciplined problem-solving and high attention to detail to each deliverable.• Reviewed and refined AI training/evaluation case studies and analytical tasks authored by diverse professionals.• Performed quality checks for accuracy and alignment with consulting best practices.• Produced client-ready written feedback to guide model and reasoning improvements.• Evaluated deliverable adherence to specified industry frameworks.

2026 - Present

Education

Work History