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ber3ben/README.md

hi! I'm bernie

I’m an information professional and digital content generalist interested in how knowledge gets organized, preserved, and used.

My work focuses on metadata, data quality, digital workflows, and ethical technology with a library-science and systems-minded approach to messy information.

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  1. Case-Study-Library-Circulation-Data Case-Study-Library-Circulation-Data Public

    A data cleanup and analysis of past library data from the Seattle Public Library.

    Jupyter Notebook

  2. AI-Assisted-Metadata-Review-Tool AI-Assisted-Metadata-Review-Tool Public

    An AI-assisted content and metadata QA workflow that flags quality issues and produces review-ready fix suggestions at scale.

    Jupyter Notebook

  3. Case-Study-Customer-Attrition-Retention-Analysis Case-Study-Customer-Attrition-Retention-Analysis Public

    A data analysis project using a churn dataset.

    Jupyter Notebook

  4. Case-Study-Sales-Trend-Analysis-and-Strategy Case-Study-Sales-Trend-Analysis-and-Strategy Public

    A data analysis project for practice.

    Jupyter Notebook

  5. Archive-Metadata-Review-Tool Archive-Metadata-Review-Tool Public

    A tool that can read and pull Internet Archive metadata for review to complete audits. Identifies missing fields, dates, duplicates, whitespace, etc.

    Jupyter Notebook