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Liz C.

Liz C.

LLM Evaluator & AI Research Specialist

Ireland flagClondalkin, Ireland

Key Skills

Software

No software listed

Top Subject Matter

Artificial Intelligence & Machine Learning
Research & Development
Healthcare & Life Sciences

Top Data Types

TextText

Top Task Types

Red TeamingRed Teaming

Freelancer Overview

Ph.D. Computer Scientist with deep expertise in Machine Learning, Natural Language Processing, and Large Language Models. Experienced in evaluating AI-generated content, assessing reasoning quality, identifying hallucinations, and providing structured, high-quality feedback to improve model performance. Skilled in technical writing, research communication, academic reviewing, and mentoring. Passionate about applying advanced AI knowledge to evaluation, content assessment, and training tasks. Based in Dublin, Ireland and available for remote AI training work.

Labeling Experience

LLM & AI Model Evaluation

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

Conducted rigorous evaluation of large language models and deep learning systems during doctoral and postdoctoral research. Assessed AI-generated outputs for factual accuracy, reasoning quality, coherence, and safety. Developed structured evaluation frameworks and rubrics to score model performance. Identified hallucinations and logical gaps, then provided detailed feedback to improve model outputs. Authored technical reports and research papers documenting evaluation results and methodologies. Focused on high-quality assessment rather than large-scale annotation.

2012 - Present

Education

C

Columbia University

Doctor of Philosophy (Ph.D.), Computer Science - Machine Learning & AI

Doctor of Philosophy (Ph.D.)
2012 - 2016

Work History

F

FutureForge AI

Principal Machine Learning Researcher & Tech Lead

Dublin
2020 - Present