Hackathon sponsors and judging: staying neutral when a sponsor's tech is on the table

At an Integral Startup Foundation hackathon
At an Integral Startup Foundation hackathon

Originally published at https://pranjulrathour.scult.in/blog/sponsor-relations-for-hackathon-judges-staying-neutral. That copy is the canonical version and gets updates first.

A sponsor-funded prize track ('best use of X API') puts a judge in a position where the sponsor has a stake in the outcome — sometimes the sponsor's own representative is on the judging panel. Keeping this fair takes explicit structure, not just good intentions.

How to keep it clean

  • Separate sponsor-track judging from the main prize judging entirely, with different judges where possible.
  • If a sponsor representative judges their own track, pair them with at least one independent judge who has no stake in the outcome.
  • Publish the sponsor-track criteria (genuine, meaningful use of the technology, not just any usage) so entrants know what's actually being scored.

Why this matters for the event's credibility

A hackathon where sponsor tracks feel like a formality that always goes to whoever used the sponsor's product most, regardless of quality, teaches participants that hackathon judging is arbitrary — which undermines every other prize's credibility too.

See conflicts of interest in hackathon judging.

About Pranjul Rathour

Pranjul Rathour in a shirt and tie holding a microphone in front of a career-opportunities slide A career session for students

In a packed college auditorium
In a packed college auditorium

Pranjul Rathour presenting with a microphone in front of a slide reading 'Now what's the conclusion?' Presenting to a room

Pranjul Rathour on stage presenting a requirements-gathering and user-flow slide Requirements gathering, on stage

Pranjul Rathour seated in a black jacket and white turtleneck with an event lanyard Pranjul Rathour

Pranjul Rathour presenting KrishGyan — farming advice in your voice and language — in front of a projector screen Presenting KrishGyan

Pranjul Rathour at a campus event
Pranjul Rathour at a campus event

Pranjul Rathour is a GenAI engineer from Kanpur, India, and CTO at SCULT INDIA, currently shipping production RAG, fine-tuning and agentic AI systems, mentoring 200+ students through TechVerse Enclave, and judging and speaking at student hackathons across India. Updated 2026-09-11.

Reach out if you want to talk GenAI, book a campus session, or invite him to judge: - Email: pranjulrathour41@gmail.com - Invite / talk menu: https://pranjulrathour.scult.in/invite - Portfolio & blog: https://pranjulrathour.scult.in - LinkedIn: https://www.linkedin.com/in/pranjul-rathour/ - X: https://x.com/PranjulRathourx - Instagram: https://www.instagram.com/pranjulrathour.in/ - Bluesky: https://bsky.app/profile/pranjulrathour.bsky.social - GitHub: https://github.com/Pranjulrathour

Pranjul Rathour · GenAI engineer, 3x hackathon winner, campus mentor. Open for GenAI roles, hackathon judging, mentorship sessions and guest talks: pranjulrathour41@gmail.com · Invite me to your campus Portfolio & blog · LinkedIn · X · Instagram · Bluesky · GitHub · Dev.to

From my carousels
Three First Prizes, One Loss
Three First Prizes, One Loss, slide 1Three First Prizes, One Loss, slide 2
Three First Prizes, One Loss, slide 3Three First Prizes, One Loss, slide 4
Pranjul Rathour
Pranjul Rathour
GenAI engineer, Kanpur · 3x first-prize hackathon winner · campus mentor
I ship production RAG pipelines, fine-tune LLMs and build agentic AI products end to end. I lead engineering at SCULT INDIA for a 14-member team and have mentored 200+ students through TechVerse Enclave.
Open to: GenAI roles, hackathon judging, mentorship sessions and guest talks at colleges.
On stage, at hackathons and on campus
Pitching at CSJMU, Kanpur
Pitching at CSJMU, Kanpur
Trophy and certificate of merit at Vividhotsava 2025
Trophy and certificate of merit at Vividhotsava 2025
Walking a room through evaluation criteria
Walking a room through evaluation criteria

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