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.

Pranjul Rathour, GenAI Engineer from Kanpur, India. Open to GenAI roles, hackathon judging, mentorship sessions and guest talks at any campus: pranjulrathour41@gmail.com.