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  <url>
    <loc>https://prakash-portfolio-alpha.vercel.app/</loc>
    <lastmod>2026-10-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>1.0</priority>
    <image:image>
      <image:loc>https://prakash-portfolio-alpha.vercel.app/images/bg_12.png</image:loc>
      <image:title>Prakash Ramakrishnan - AI &amp; Software Developer</image:title>
      <image:caption>Official portrait and portfolio hero image of Prakash Ramakrishnan</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://prakash-portfolio-alpha.vercel.app/images/front%20book_page-0001.png</image:loc>
      <image:title>From Code to Innovation: Building Real-World Technology Products with AI - Book Cover</image:title>
      <image:caption>Cover of the published book From Code to Innovation by author Prakash Ramakrishnan</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://prakash-portfolio-alpha.vercel.app/images/SearchTrust%20ML_%20Claim-Level%20Evaluation.png</image:loc>
      <image:title>SearchTrust ML: A Claim-Level Evaluation Protocol - Research Paper</image:title>
      <image:caption>Research paper cover for SearchTrust ML published on Zenodo by Prakash Ramakrishnan</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://prakash-portfolio-alpha.vercel.app/images/Automated%20Assignment%20Evaluation%20System.png</image:loc>
      <image:title>Automated Assignment Evaluation System (AAES) - Research Paper</image:title>
      <image:caption>Research paper cover for AAES published on Zenodo</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://prakash-portfolio-alpha.vercel.app/images/Automated%20Fairness%20Audit%20Pipeline.png</image:loc>
      <image:title>Automated Fairness Audit and Bias Mitigation Pipeline - Research Paper</image:title>
      <image:caption>Research paper cover for Fairness Audit Pipeline published on Zenodo</image:caption>
    </image:image>
  </url>
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