<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:image="http://www.google.com/schemas/sitemap-image/1.1">
    
    <!-- Main Page -->
    <url>
        <loc>https://www.prabhukasinathan.com/</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>1.0</priority>
        
        <!-- Hero Images -->
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/profile/avatar_full.jpg</image:loc>
            <image:caption>Prabhu Kasinathan - Professional headshot of Senior Data Engineer</image:caption>
            <image:title>Professional Avatar - Prabhu Kasinathan</image:title>
        </image:image>
        
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/profile/avatar.jpg</image:loc>
            <image:caption>Prabhu Kasinathan in professional setting</image:caption>
            <image:title>About Photo - Prabhu Kasinathan</image:title>
        </image:image>
        
        <!-- Portfolio Project Images -->
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/compressed/portfolio/genai-revenue-600.jpg</image:loc>
            <image:caption>GenAI Revenue Pipeline Dashboard</image:caption>
            <image:title>GenAI Revenue Analysis System</image:title>
        </image:image>
        
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/compressed/portfolio/roo-ai-600.jpg</image:loc>
            <image:caption>Roo AI Assistant Interface</image:caption>
            <image:title>Roo AI Workflow Assistant</image:title>
        </image:image>
        
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/compressed/portfolio/data-lake-optimization-600.jpg</image:loc>
            <image:caption>Data Lake Performance Dashboard</image:caption>
            <image:title>Delta Lake Performance Optimization</image:title>
        </image:image>
        
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/compressed/portfolio/etl-modernization-600.jpg</image:loc>
            <image:caption>Modern ETL Pipeline Architecture</image:caption>
            <image:title>ETL Pipeline Modernization</image:title>
        </image:image>
        
        <image:image>
            <image:loc>https://www.prabhukasinathan.com/assets/images/compressed/portfolio/ai-tools-suite-600.jpg</image:loc>
            <image:caption>AI Tools Suite Dashboard</image:caption>
            <image:title>Comprehensive AI Tools Suite</image:title>
        </image:image>
    </url>
    
    <!-- Section Deep Links -->
    <url>
        <loc>https://www.prabhukasinathan.com/#about</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
    </url>
    
    <url>
        <loc>https://www.prabhukasinathan.com/#achievements</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.9</priority>
    </url>
    
    <url>
        <loc>https://www.prabhukasinathan.com/#skills</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
    </url>
    
    <url>
        <loc>https://www.prabhukasinathan.com/#testimonials</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    
    <url>
        <loc>https://www.prabhukasinathan.com/#contact</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
    </url>
    
    <!-- Resume PDF -->
    <url>
        <loc>https://www.prabhukasinathan.com/assets/documents/resume.pdf</loc>
        <lastmod>2026-03-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.6</priority>
    </url>
    
<!-- tvi-site:blog:start -->
    <url>
        <loc>https://www.prabhukasinathan.com/blog/</loc>
        <changefreq>daily</changefreq>
        <priority>0.9</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-28-when-1-200-ai-agents-crossed-the-boundary-and-gained-nothing/</loc>
        <lastmod>2026-08-28</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-27-faster-model-calls-do-not-guarantee-faster-agents/</loc>
        <lastmod>2026-08-27</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-26-ai-felt-faster-completed-work-got-slower/</loc>
        <lastmod>2026-08-26</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-25-the-smallest-ai-footprint-is-not-always-the-best-fit/</loc>
        <lastmod>2026-08-25</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-24-the-model-is-only-part-of-the-result/</loc>
        <lastmod>2026-08-24</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-23-two-trillion-tokens-through-a-mystery-model/</loc>
        <lastmod>2026-08-23</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-22-local-ai-performance-is-becoming-architecture-specific/</loc>
        <lastmod>2026-08-22</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-21-the-number-that-survives-the-real-workload/</loc>
        <lastmod>2026-08-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-20-the-model-is-only-part-of-the-agent/</loc>
        <lastmod>2026-08-20</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-19-the-verification-tax-of-better-ai-generation/</loc>
        <lastmod>2026-08-19</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-18-the-model-is-only-the-beginning/</loc>
        <lastmod>2026-08-18</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-17-the-deployed-agent-is-the-unit-that-matters/</loc>
        <lastmod>2026-08-17</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-16-when-signed-and-encrypted-do-not-mean-safe/</loc>
        <lastmod>2026-08-16</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-15-the-model-is-only-part-of-the-system/</loc>
        <lastmod>2026-08-15</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-14-the-model-did-not-win-the-workflow-did/</loc>
        <lastmod>2026-08-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-13-the-model-is-only-the-beginning/</loc>
        <lastmod>2026-08-13</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-12-the-model-is-only-part-of-the-system/</loc>
        <lastmod>2026-08-12</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-11-local-ai-control-comes-with-liability/</loc>
        <lastmod>2026-08-11</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-10-the-agent-stack-is-the-system/</loc>
        <lastmod>2026-08-10</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-09-reliability-is-an-executable-outcome/</loc>
        <lastmod>2026-08-09</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-08-recovery-is-the-real-ai-architecture/</loc>
        <lastmod>2026-08-08</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-07-when-an-ai-agent-succeeds-at-the-wrong-task/</loc>
        <lastmod>2026-08-07</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-06-cheap-context-expensive-trust/</loc>
        <lastmod>2026-08-06</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-05-the-model-is-only-one-part-of-the-system/</loc>
        <lastmod>2026-08-05</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-04-the-system-behind-the-score/</loc>
        <lastmod>2026-08-04</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-03-the-harness-is-part-of-the-ai-system/</loc>
        <lastmod>2026-08-03</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-02-the-model-is-only-part-of-the-system/</loc>
        <lastmod>2026-08-02</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-08-01-when-runs-locally-is-not-enough/</loc>
        <lastmod>2026-08-01</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/blog/2026-07-30-dont-use-ai-to-run-repeatable-tasks-use-ai-to-build-them/</loc>
        <lastmod>2026-07-30</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/newsletter/2026-08-28-ai-weekly-ai-systems-improved-but-the-trade-offs-got-harder/</loc>
        <lastmod>2026-08-28</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/newsletter/2026-08-21-ai-weekly-ais-model-race-became-a-systems-engineering-race/</loc>
        <lastmod>2026-08-21</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/newsletter/2026-08-14-ai-weekly-the-harness-became-the-product/</loc>
        <lastmod>2026-08-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/newsletter/2026-08-07-ai-weekly-ais-bottleneck-moved-from-models-to-systems/</loc>
        <lastmod>2026-08-07</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <url>
        <loc>https://www.prabhukasinathan.com/newsletter/2026-07-31-ai-weekly-ai-moves-from-model-scores-to-systems-engineering/</loc>
        <lastmod>2026-07-31</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.7</priority>
    </url>
    <!-- tvi-site:blog:end -->
</urlset>
