Katherine Porter
@katherineporter
AI evaluator specializing in data annotation, content moderation, and improving generative model quality.
What I'm looking for
I am an AI freelancer focused on data annotation, evaluation, and content moderation to improve generative AI systems. I have reviewed and labeled text, image, and video datasets, conducted comparative evaluations of LLM outputs, and provided structured feedback that guides model optimization.
I bring strong analytical and critical thinking, meticulous attention to detail, and reliable remote collaboration skills. My work emphasizes factual accuracy, coherence, and guideline compliance to ensure high-quality results for project-based AI initiatives.
Experience
Work history, roles, and key accomplishments
AI Annotator
Toloka Annotators
Jan 2024 - Present (1 year 9 months)
Reviewed and labeled text, image, and video datasets to evaluate factual accuracy, coherence, and guideline compliance, flagging sensitive material to improve data quality for generative AI projects.
AI Evaluator
Independent
Jan 2023 - Present (2 years 9 months)
Reviewed AI-generated text and image outputs to assess accuracy, clarity, and alignment with prompts, providing structured feedback and reports that guided model optimization for multiple projects.
Education
Degrees, certifications, and relevant coursework
University of California
Bachelor's Degree, Communication
Completed a Bachelor's degree in Communication with coursework focused on media, rhetoric, and interpersonal communication.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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