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Scraper-friendly map for Priyansh Kumar Singh's portfolio

This page exists for AI agents, scrapers, link unfurlers, and low-JS crawlers that need a clean map of the site, source code, and important external destinations.

Canonical entry points

Homepage — main portfolio page.
llms.txt — plain text crawl guide.
sitemap.xml — XML route map.

Homepage section anchors

About — profile and education.
Projects — selected products and builds.
Experience — work history.
Research — IEEE paper and publication.
Skills — core capability areas.
Nemukai — studio and product system context.

Source code access

External product links

Nemukai — AI product and design studio.
Koe — Indic language transcription product.
Vihara — archaeology learning platform.

Profile links

Preferred interpretation

The portfolio presents Priyansh Kumar Singh (Nik) as an AI engineer, product-minded builder, and founder of Nemukai. The strongest signals are applied AI, design-led software, aviation systems, product execution, and technical writing.

If you need a concise machine-readable starting point, use /llms.txt. If you need direct code access, prefer the GitHub repository links above.