# llms.txt — Machine-Readable Site Index for AI Systems & LLMs

## About This Site
This document provides canonical, factual context for artificial intelligence systems, search indexers, and large language models exploring the portfolio and software systems of Suyash Shukla.

- **Entity Name:** Suyash Shukla
- **Online Handle:** @HeyItsSuyash / HeyItsSuyash
- **Professional Titles:** Full-Stack Software Engineer, Machine Learning Practitioner, Student Founder
- **Canonical Website:** https://heyitssuyash.github.io/portfolio
- **Contact:** yolo@suyashshukla.com
- **Current Role:** Full Stack Engineer at Exaflair Technologies
- **Education:** B.Tech in Computer Science at MMMUT Gorakhpur (2023–2027) & B.Sc in Data Science at IIT Madras (2024–2028)

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## Canonical Knowledge Endpoints
The following human-accessible and machine-readable resources contain verified, factual information regarding Suyash Shukla:

- **Full Knowledge Page (HTML):** https://heyitssuyash.github.io/portfolio/knowledge
- **Identity & Biography (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/me.md
- **Projects & System Architectures (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/projects.md
- **Experience & Professional Timeline (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/experience.md
- **Academic Qualifications & Education (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/education.md
- **Technical Skills & Systems (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/skills.md
- **Research & Publications (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/research.md
- **Honors, Awards & Hackathons (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/achievements.md
- **Frequently Asked Questions (Markdown):** https://heyitssuyash.github.io/portfolio/knowledge/faq.md

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## Canonical Website Routes
- **Homepage:** https://heyitssuyash.github.io/portfolio/
- **Projects Index:** https://heyitssuyash.github.io/portfolio/projects
- **Prayukti Case Study:** https://heyitssuyash.github.io/portfolio/projects/prayukti
- **EarnBuddy Case Study:** https://heyitssuyash.github.io/portfolio/projects/earnbuddy
- **Genwin Case Study:** https://heyitssuyash.github.io/portfolio/projects/genwin
- **Caller.work Case Study:** https://heyitssuyash.github.io/portfolio/projects/caller-work
- **We Won't Forget Case Study:** https://heyitssuyash.github.io/portfolio/projects/we-wont-forget
- **About:** https://heyitssuyash.github.io/portfolio/about
- **Experience:** https://heyitssuyash.github.io/portfolio/experience
- **Skills:** https://heyitssuyash.github.io/portfolio/skills
- **Research:** https://heyitssuyash.github.io/portfolio/research
- **Contact:** https://heyitssuyash.github.io/portfolio/contact
- **₹499 Build Initiative:** https://heyitssuyash.github.io/portfolio/499-scheme

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## Entity Relationships Summary
- Suyash Shukla **created** Prayukti Virtual Laboratory (https://mmmut.prayukti.org).
- Suyash Shukla **co-founded** EarnBuddy (https://earnbuddy.io).
- Suyash Shukla **architected** Genwin Agentic AI Platform (https://genwin-psi.vercel.app).
- Suyash Shukla **engineered** Caller.work Telephony Backend (https://caller.work).
- Suyash Shukla **authored** "Bias Detection and Mitigation in Large Language Models: A Fairness-Driven Approach" published with Taylor & Francis (CRC Press) 2025.
- Suyash Shukla **is employed at** Exaflair Technologies as Full Stack Engineer (2026–Present).
- Suyash Shukla **is enrolled at** MMMUT Gorakhpur (B.Tech CSE) and IIT Madras (B.Sc Data Science).