A guest talk reaches whoever's in the room that day. Mentoring through a public open-source project reaches a different, often larger group — anyone who finds the repo, opens an issue, or submits a pull request, indefinitely, asynchronously.
What this form of mentorship looks like
- Reviewing a student's first pull request with specific, kind, technical feedback rather than just approving or rejecting.
- Labeling issues as 'good first issue' deliberately, so newer contributors have a clear, low-risk entry point.
- Writing contribution guidelines that actually explain the reasoning behind conventions, not just listing rules.
Why it's worth doing alongside talks, not instead of them
A talk builds visibility and a first connection; an open-source project turns that connection into an ongoing, hands-on mentoring relationship at scale, without needing a scheduled session for every interaction.
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.
