<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://collinsnyagaka.com/</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/work</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/demos</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/demos/fraud</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/demos/ml-systems-search</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/about</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/contact</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/cv</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/work/legalai-kenya</loc>
<lastmod>2026-11-04</lastmod>
</url>
<url>
<loc>https://collinsnyagaka.com/work/creditcard-fraud</loc>
<lastmod>2026-11-04</lastmod>
</url>
<url>
<loc>https://collinsnyagaka.com/work/complianceguard</loc>
<lastmod>2026-11-04</lastmod>
</url>
<url>
<loc>https://collinsnyagaka.com/work/production-ai-template</loc>
<lastmod>2026-11-05</lastmod>
</url>
<url>
<loc>https://collinsnyagaka.com/work/geo-ai-cropland-mapping</loc>
<lastmod>2026-11-05</lastmod>
</url>
<url>
<loc>https://collinsnyagaka.com/notes</loc>
</url>
<url>
<loc>https://collinsnyagaka.com/notes/oversampling-before-the-split</loc>
<lastmod>2026-11-05</lastmod>
</url>
<url>
<loc>https://collinsnyagaka.com/notes/scoring-lightgbm-without-lightgbm</loc>
<lastmod>2026-11-05</lastmod>
</url>
</urlset>
