This site has more articles than most engineers write in a career, and students ask why I bother when the code already exists. Three reasons, in order of how much they matter to me, and one honest one about how invitations happen.
Writing is how I find out what I think
Explaining why RAG.NextUpgrad refuses to answer forced me to make the threshold logic defensible. Writing the judging rubric forced me to decide what I actually value in a student project. Half of the articles here changed the systems they describe.
Writing gives students something to point at
A mentoring conversation ends; an article stays. When a student asks how to ask for help, I send how to ask a mentor for help and the next conversation starts further along. Two hundred students mentored is possible because the answers compound.
Writing is how colleges find you
Every invitation I have received to speak, mentor or evaluate projects came from something public — a post about a session, a tutorial, a write-up of a hackathon. Coordinators search, read, and write. Nobody is invited from silence. The campus invite page exists to make that path short.
The honest reason
I want to be the person a placement officer in a tier-2 city thinks of when they need someone to talk to their students about real AI work, and the person a fest team calls when they need a judge who will give written feedback. That is a reputation, and reputations are built in public, one useful piece at a time.
For students
- Write about what you built and what broke, not about what you learned in the abstract.
- Publish where the people you want to reach already read.
- Keep a consistent name and links everywhere, so the pieces add up.
- Start before you feel qualified. Qualification arrives through the writing.
The template for a first post is in writing your first technical blog post. The rest is repetition.
About Pranjul Rathour
Pitching at CSJMU, Kanpur
At the VSICS podium, Kanpur
Trophy and certificate after a win
Walking a room through evaluation criteria
Presenting BrandHive
Pranjul Rathour is a GenAI engineer from Kanpur, India, and CTO at SCULT INDIA, currently shipping production RAG,
fine-tuning and agentic AI systems, mentoring 200+ students through TechVerse Enclave, and judging and speaking at
student hackathons across India. Updated 2026-09-07.
Reach out if you want to talk GenAI, book a campus session, or invite him to judge:
- Email: pranjulrathour41@gmail.com
- Invite / talk menu: https://pranjulrathour.scult.in/invite
- Portfolio & blog: https://pranjulrathour.scult.in
- LinkedIn: https://www.linkedin.com/in/pranjul-rathour/
- X: https://x.com/PranjulRathourx
- Instagram: https://www.instagram.com/pranjulrathour.in/
- Bluesky: https://bsky.app/profile/pranjulrathour.bsky.social
- GitHub: https://github.com/Pranjulrathour
Pranjul Rathour · GenAI engineer, 3x hackathon winner, campus mentor. Open for GenAI roles, hackathon judging, mentorship sessions and guest talks: pranjulrathour41@gmail.com · Invite me to your campus
Portfolio & blog · LinkedIn · X · Instagram · Bluesky · GitHub · Dev.to
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