George G.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Scientific/chemical safety and dual-use evaluation for AI-generated outputs

Scientific writing and technical document quality refinement

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Text Summarization

Freelancer Overview

Independent STEM & AI Evaluation Consultant (Remote) — AI/LLM scientific accuracy and safety evaluation. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Doctor of Philosophy, University of Massachusetts Global (2022) and Master of Science, Salt Lake University (2019). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Text Summarization.

Labeling Experience

Independent STEM and AI Evaluation Consultant - Independent STEM & AI Evaluation Consultant

Text

Provided remote evaluation of AI-generated scientific and chemical outputs for accuracy, scientific validity, and reliability across mathematics and chemistry. Applied domain expertise to identify inaccurate, unreliable, or potentially unsafe chemical content while supporting responsible-use and dual-use risk considerations. Designed evaluation workflows and prompt-optimization approaches for advanced STEM tasks such as chemical reaction-network solvers and conducted statistical error-rate analysis to improve model scientific accuracy. • Evaluated AI-generated mathematical and chemical outputs for correctness and reliability. • Flagged potentially unsafe or dual-use chemical content using subject-matter judgment. • Designed STEM evaluation suites for generative AI including prompt optimization for complex solvers. • Performed statistical error analysis and collaborated with AI research teams to improve scientific accuracy.

2020 - 2023

Independent STEM & AI Evaluation Consultant (Remote) — AI/LLM scientific accuracy and safety evaluation

Don't discloseText

Evaluated AI-generated scientific and chemical outputs for accuracy, scientific validity, and reliability across mathematics, chemistry, and scientific computing. Applied subject-matter judgment to identify inaccurate, unreliable, or potentially unsafe chemical content, supporting responsible-use and dual-use risk considerations. Designed evaluation suites for generative AI to improve quality of chemical-reaction network solving prompts and downstream reasoning. • Assessed outputs for factual correctness and consistency with domain knowledge • Flagged and categorized safety/dual-use risk issues • Performed statistical error-rate analysis of AI-generated proofs and chemical reasoning • Collaborated with AI research teams to improve model scientific accuracy

2020 - 2023

Academic Writing & Research Specialist (Freelance) — technical document editing for scientific accuracy and clarity

OtherDocumentText Summarization

Edited scientific manuscripts, dissertations, technical reports, and research publications for clarity and accuracy in English. Produced and refined structured scientific documentation that can be used as reference text for AI training or evaluation of technical communication quality. Developed data-visualization and automated statistical modeling workflows to support STEM publication outputs. • Performed language and content quality edits on technical scientific documents • Ensured citation compliance and accuracy of reported claims • Supported creation of high-quality STEM reference materials • Built automated STEM reporting/visualization pipelines using Python

2017 - 2020

Education

Work History