---
title: "Ayush Rai"
description: "Remote AI engineer and AI product builder at ayushrai.site. LLM evaluation, preference feedback, and software products with the limits written down."
canonical: "https://www.ayushrai.site/"
last-updated: "2026-10-16"
---

# Ayush Rai

Source: https://www.ayushrai.site/
Markdown: https://www.ayushrai.site/index.md

Remote AI engineer and AI product builder at ayushrai.site. LLM evaluation, preference feedback, and software products with the limits written down.

I'm Ayush Rai, an AI engineer and AI product builder working remotely (www.ayushrai.site). My paid work includes contract evaluation for frontier-lab programs through FoCDoT and Outlier. Alongside that I build AI products and client software, from an early civil-society coordination prototype to education and agrotech MVPs. I would rather describe what shipped, and what did not, than sound futuristic.

Location: Remote.
Email: ayushrai0211@gmail.com
Phone: +91 7440567944 (WhatsApp: https://wa.me/917440567944)
GitHub: https://github.com/ayushrai-hub
LinkedIn: https://www.linkedin.com/in/ayushrai02/
Resume: https://drive.google.com/file/d/1JdAckW6i057eYNpdRVLYDMFp2Xo5vyJs/view?usp=sharing
MyLifeOS: https://life.ayushrai.site/. A longer personal archive with more of the life, work, and context behind this site.

## Selected work

- [The Open Framework](/work/the-open-framework.md): How I framed a civil-society coordination layer, and why the public prototype cannot be described as the infrastructure it points at.
- [AGENYRA](/work/agenyra.md): Why a distribution layer for AI products has to start as structured data, and why the public repo only proves the site that says so.
- [MedVoice](/work/medvoice.md): How a wholesale billing workflow can accept speech without letting a model decide the medicine, the price, or the tax.
- [AyushMushrooms](/work/ayushmushrooms.md): A content-first agrotech brand site for organic mushroom and spawn cultivation, marketing, expert profile, and lead capture, with room to grow into B2B commerce.
- [Shiksha-Mitra](/work/shiksha-mitra.md): A collaborative learning platform where peers share resources, acknowledge progress, and support each other's career and education journeys.
- [Expert-O](/work/expert-o.md): A collective / studio site for multi-disciplinary digital work in India, services, portfolio framing, and recruitment narrative with AI-assisted workflows in mind.
- [Overlay Text Box](/work/overlay-text-box.md): A Chrome extension that overlays a text box and types into page fields character-by-character, useful for testing, demos, and more comfortable input flows.
- [Iha by Himani](/work/iha-by-himani.md): A responsive marketing site for an art studio, gallery, services, and contact, built to make the studio easier to find and approach online.

## Now

- Independent AI evaluation and product building (FoCDoT role ended August 2025)
- The Open Framework, a public front-end prototype for civil-society coordination
- AyushMushrooms — agrotech brand MVP (content, leads, future shop readiness)

Index of Markdown pages: https://www.ayushrai.site/llms.txt

_Unverified award metrics are omitted. Wording matches the public site._