A good talk gets a thank-you email. A talk that gets you invited back the following year did something more specific than 'go well' — something the organisers could point to afterward.
What usually earns the repeat invite
- Students visibly did something after the session — shipped a project, joined a club, asked a follow-up question weeks later — and the organiser noticed.
- The speaker followed up themselves: sent the promised resources, answered a late question, checked in once.
- The speaker was easy to work with logistically — on time, prepared, flexible when the schedule slipped, as it often does at a fest.
The one habit that compounds this the most
Ask the coordinator, a few weeks after the session, whether anything came of it — a project, a club sign-up. It shows you care about outcomes beyond the hour, and it's exactly what measuring the impact of a campus session is about from the organiser's side.
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.
