<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml">
<url>
<loc>https://www.gulshankumar.site/</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/skills</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/skills" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/skills" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/skills" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/skills" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/skills" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/skills" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/skills" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/skills" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.95</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/education-career</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/education-career" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/education-career" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/education-career" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/education-career" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/education-career" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/education-career" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/education-career" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/education-career" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.95</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/engineering</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/engineering" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/engineering" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/engineering" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/engineering" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/engineering" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/engineering" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/engineering" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/engineering" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.95</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/social</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/social" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/social" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/social" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/social" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/social" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/social" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/social" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/social" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/contact</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/contact" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/contact" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/contact" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/contact" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/contact" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/contact" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/contact" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/contact" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/resume</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/resume" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/resume" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/resume" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/resume" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/resume" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/resume" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/resume" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/resume" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.85</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/blog" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/blog" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/blog" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/blog" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/blog" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/blog" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/blog" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/blog" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.85</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/thesis</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/thesis" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/thesis" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/thesis" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/thesis" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/thesis" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/thesis" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/thesis" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/thesis" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.85</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/case-studies/surgical-workflow-ai</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/case-studies/surgical-workflow-ai" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/case-studies/surgical-workflow-ai" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/case-studies/rag-knowledge-assistant</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/case-studies/rag-knowledge-assistant" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/case-studies/rag-knowledge-assistant" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/case-studies/gdp-forecasting-platform</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/case-studies/gdp-forecasting-platform" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/case-studies/gdp-forecasting-platform" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/gallery</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/gallery" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/gallery" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/gallery" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/gallery" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/gallery" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/gallery" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/gallery" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/gallery" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>monthly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/privacy</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/privacy" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/privacy" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it/privacy" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de/privacy" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr/privacy" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es/privacy" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi/privacy" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur/privacy" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>yearly</changefreq>
<priority>0.3</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/it</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/de</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/fr</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/es</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/hi</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/ur</loc>
<xhtml:link rel="alternate" hreflang="x-default" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="en" href="https://www.gulshankumar.site/" />
<xhtml:link rel="alternate" hreflang="it" href="https://www.gulshankumar.site/it" />
<xhtml:link rel="alternate" hreflang="de" href="https://www.gulshankumar.site/de" />
<xhtml:link rel="alternate" hreflang="fr" href="https://www.gulshankumar.site/fr" />
<xhtml:link rel="alternate" hreflang="es" href="https://www.gulshankumar.site/es" />
<xhtml:link rel="alternate" hreflang="hi" href="https://www.gulshankumar.site/hi" />
<xhtml:link rel="alternate" hreflang="ur" href="https://www.gulshankumar.site/ur" />
<lastmod>2026-08-23T21:24:29.391Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/node2vec-bipartite-graph-recommendation-thesis</loc>
<lastmod>2026-08-21</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/scaling-local-llms-phi3-llama3-quantization</loc>
<lastmod>2026-08-21</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/surgical-workflow-ai-cholec80-cnn-lstm</loc>
<lastmod>2026-08-21</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/ms-ai-graduation-2026-university-of-verona-life-moments</loc>
<lastmod>2026-07-28</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/what-is-retrieval-augmented-generation-rag</loc>
<lastmod>2026-07-20</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/how-faiss-works-vector-similarity-search</loc>
<lastmod>2026-07-18</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/fastapi-for-ai-applications</loc>
<lastmod>2026-07-15</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/deploying-llms-locally-with-ollama</loc>
<lastmod>2026-07-12</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/study-artificial-intelligence-in-italy-university-of-verona</loc>
<lastmod>2026-07-08</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://www.gulshankumar.site/blog/building-production-rag-systems</loc>
<lastmod>2025-01-15</lastmod>
<changefreq>monthly</changefreq>
<priority>0.8</priority>
</url>
</urlset>
