On 6 July 2025, I stood on stage at Dr. Virendra Swarup Institute of Computer Studies (VSICS), and gave the induction seminar to 100+ incoming students. A few semesters earlier I'd been the confused kid whose first project, Living Space Automation, failed hard. The roadmap I shared came directly from what I wish someone had told me then.
Year 1 — Foundation & curiosity
- Code smart: Python, C, Java.
- Use AI tools deliberately: ChatGPT, Gemini, and whatever the current frontier model is.
- Build fast, fail faster, learn loud.
- Discover your career blueprint early — don't wait for final year to decide what you're good at.
Year 2 — Execution & visibility
- Hackathons are testing grounds, not resume filler.
- Internships are growth labs, even unpaid ones early on.
- LinkedIn, YouTube and Instagram are your resume now, whether you've decided to use them that way or not.
- GitHub is digital credibility — an empty profile says something too.
Year 3 — Decisions & direction
Startup path: build an MVP, form a team. NIMCET or MCA prep: go all in, don't split focus. Placement prep: skills plus proof, not just a certificate list. And whichever path you pick — mentor juniors. It completes the circle.
The advice that landed hardest
Create more than you consume. Post before it's perfect. Show your process, not just your successes. Connections matter more than marks. To every fresher: start small, start scared, but start — this isn't just college, it's your career launchpad.
Want this session at your college? See the talk menu and how to invite me.
Where this started
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.
