AI Contributor — Outlier (Mathematics Problem Design and Evaluation for AI Training)
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Victor designed and evaluated mathematics problems for AI training as an AI Contributor at Outlier. He authored original, multi-step prompts in LaTeX, scored AI-generated responses using structured rubrics, and ensured mathematical and logical correctness. The work supported the development and improvement of large language models for mathematical understanding. • Developed and curated multi-step mathematics prompts using LaTeX.
• Scored and annotated AI model outputs against predefined rubrics.
• Validated correctness and logical consistency of responses across mathematical topics.
• Supported the training process for large language models with structured feedback.
Victor designed and evaluated mathematics problems for AI training as an AI Contributor at Outlier. He authored original, multi-step prompts in LaTeX, scored AI-generated responses using structured rubrics, and ensured mathematical and logical correctness. The work supported the development and improvement of large language models for mathematical understanding. • Developed and curated multi-step mathematics prompts using LaTeX. • Scored and annotated AI model outputs against predefined rubrics. • Validated correctness and logical consistency of responses across mathematical topics. • Supported the training process for large language models with structured feedback.
2023 - 2025