Colby C.

AI Physics Evaluator (Freelance)

Fairview, United States

Experience

Jan 2024 - Present
1 year 11 months

AI Physics Evaluator (Freelance)

Outlier

  • Evaluate AI-generated physics outputs for scientific validity, logical rigor, and computational accuracy.
  • Develop and review Ph.D.-level nuclear physics prompts requiring quantitative reasoning and image interpretation.
  • Provide expert commentary and feedback to refine AI model reasoning and response structure.
  • Collaborate with AI teams to ensure alignment between domain expertise and evaluation frameworks.
Jan 2021 - Dec 2024
4 years
Durham, United States

Research Assistant, Department of Physics

Duke University

  • Conducted nuclear reaction modeling and Monte Carlo simulations using Python and ROOT frameworks.
  • Analysed radiation behavior, isotopic decay chains, and energy transport phenomena.
  • Published research papers and contributed to national physics symposiums.
  • Assisted in teaching nuclear instrumentation and radiation analysis labs.

Summary

Detail-oriented Physics Expert with a Ph.D. in Nuclear Physics from Duke University, specialising in radiation transport, nuclear structure analysis, and computational simulation. Experienced in evaluating and improving AI-generated scientific content, providing advanced feedback for reasoning accuracy, and designing PhD-level prompts to enhance AI understanding of physical principles. Passionate about merging theoretical physics expertise with AI model training to strengthen data-driven reasoning and factual precision.

Experienced with evaluation techniques and methodologies to ensure quality and compliance. Utilizes critical thinking and analytical skills to identify areas for improvement. Track record of effectively communicating findings to stakeholders for informed decision-making.

Professional evaluation expert skilled in assessing and analyzing programs to ensure quality outcomes. Background includes impactful achievements in developing and refining evaluation methodologies, leading to enhanced program effectiveness. Known for collaborative approach, reliability, and flexibility in dynamic environments. Proficient in data analysis and stakeholder communication. Professional evaluator with strong analytical skills and focus on delivering actionable insights. Proven ability to collaborate effectively within teams, adapting to changing requirements while ensuring high standards. Skilled in data analysis, critical thinking, and problem-solving. Known for consistently achieving results and driving impactful decisions.

Languages

English
Intermediate

Education

Duke University

Doctor of Philosophy, radiation physics; isotopic decay modeling; computational energy systems · Nuclear Physics · Durham, United States

University of North Carolina at Chapel Hill

Master of Science · Physics · Chapel Hill, United States

North Carolina State University

Bachelor of Science · Applied Physics · Raleigh, United States

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