Francis Joseph

PhD-trained Mathematician with strong expertise in mathematical reasoning, proof validation, and analytical problem-solving. Experienced in evaluating AI-generated mathematical outputs, ensuring logical rigor, conceptual accuracy, and clarity. Skilled in working with large language models (LLMs), prompt engineering, and structured evaluation frameworks. Adept at translating complex mathematical concepts into precise, well-structured explanations aligned with academic standards.

Mathematics Expert at AI Model Evaluation (Remote Contract) (Present)

Evaluated AI-generated mathematical solutions and improved model reasoning through advanced mathematical techniques and structured feedback.

• Evaluated AI-generated mathematical solutions for correctness, rigor, and logical consistency
• Verified proofs, derivations, and computational outputs using advanced mathematical techniques
• Designed and refined prompts to improve model reasoning and response quality
• Identified subtle conceptual and logical errors in AI-generated arguments
• Annotated outputs with structured feedback to enhance model performance
• Ensured responses met academic-level clarity and pedagogical standards

PhD in Mathematics in Applied Mathematics & Computational Methods – University of Oxford

Master of Science in Mathematics in Mathematics – University of Cambridge

Bachelor of Science in Mathematics in Mathematics – Imperial College London