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C

Catherine Hill

Senior Economic Consultant & AI Content Specialist – AI Training/Annotation

USA flagArlington, Texas, Usa
ExpertMindrift

Key Skills

Software

MindriftMindrift

Top Subject Matter

Econometrics Domain Expertise
Financial Economics
Statistics Domain Expertise

Top Data Types

TextText

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Senior Economic Consultant & AI Content Specialist – AI Training/Annotation. Brings 42+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mindrift. Education includes Doctor of Philosophy, University of West London (2004) and Master of Science, University of Texas at Austin (1992). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

Expert

Labeling Experience

Mindrift

Senior Economic Consultant & AI Content Specialist – AI Training/Annotation

MindriftTextPrompt Response Writing SFT
Produced structured, research-grade written analyses for AI training datasets, focusing on clarity, factual accuracy, and alignment with project guidelines. Designed and validated computationally intensive statistical and econometric problems using Python for solution verification in AI training workflows. Performed AI output evaluation and pairwise content comparisons, applying academic rubrics for LLM improvement pipelines. • Collaborated with QA teams for annotation consistency and iterative content refinement • Supported annotation, data labeling, and prompt creation for AI/LLM purposes • Engaged in structured feedback and rubric adherence for large-scale model training • Utilized Mindrift, Python, and Internal/Proprietary Tooling for all labeling and evaluation tasks.

Produced structured, research-grade written analyses for AI training datasets, focusing on clarity, factual accuracy, and alignment with project guidelines. Designed and validated computationally intensive statistical and econometric problems using Python for solution verification in AI training workflows. Performed AI output evaluation and pairwise content comparisons, applying academic rubrics for LLM improvement pipelines. • Collaborated with QA teams for annotation consistency and iterative content refinement • Supported annotation, data labeling, and prompt creation for AI/LLM purposes • Engaged in structured feedback and rubric adherence for large-scale model training • Utilized Mindrift, Python, and Internal/Proprietary Tooling for all labeling and evaluation tasks.

2015 - Present

Education

U

University of West London

Doctor of Philosophy, Business Administration

Doctor of Philosophy
2002 - 2004
U

University of Texas at Austin

Master of Science, Financial Economics

Master of Science
1990 - 1992

Work History

I

Independent Practice

Senior Economic Consultant

Arlington, Texas
2015 - Present
T

Texas Christian University

Adjunct Professor of Economics & Finance

Fort Worth, Texas
2008 - 2018