NIMCET, placements, or a startup: choosing your Year 3

The three real paths a final-year engineering student has, and an honest framework for choosing between them instead of drifting into one.

Pranjul Rathour — GenAI engineer, India
Pranjul Rathour — GenAI engineer, India

By Year 3, most engineering students are quietly panicking about three paths at once: higher studies through NIMCET or MCA, campus placements, or trying to build something of their own. Splitting focus across all three usually means being mediocre at each.

NIMCET / MCA: go all in, or don't go at all

This path rewards depth in a narrow set of topics over a fixed timeline. Half-preparing for an entrance exam while also job-hunting is the worst version of both strategies.

Placements: skills plus proof, not just a resume line

A portfolio with real, deployed projects changes a placement interview from a quiz about theory into a conversation about decisions you actually made. That conversation is easier to win.

Startup: build the MVP, form the team, before you decide

I co-founded SCULT INDIA out of exactly this path, alongside teammates I'd already built with in hackathons. The team and the MVP should exist before the decision to go all-in does, not after.

The one rule that applies to all three

Whichever you choose, mentor a junior along the way. It's the step everyone skips and the one that compounds the most — it completes the circle instead of leaving it open.

NIMCETPlacementsStartupsCareer
  1. Full preparation guide (resource doc)linkedin.com
Pranjul Rathour
Pranjul Rathour
GenAI Engineer · Kanpur, Uttar Pradesh, India

GenAI engineer and AI product builder with 2+ years shipping production-grade AI systems: RAG pipelines, fine-tuned LLMs, hybrid retrieval and multi-modal apps across vision, speech and OCR, architected end to end from ingestion to deployment. Leads engineering for SCULT INDIA's 14-member team, founded the 500+ member TechVerse Enclave community and has mentored 200+ students. Three hackathon first prizes: Changethon 2025 (IIT Roorkee), Product Genesis at Vividhotsava 2025 (CSJMU Kanpur) and BYTEBATTLE (MeetKats).

Open to GenAI roles, hackathon judging, mentorship sessions and guest talks at colleges. Email pranjulrathour41@gmail.com.

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Open to GenAI roles, hackathon judging, mentorship sessions and guest talks at colleges.

Pranjul Rathour, GenAI engineer in Kanpur