Official Rules & Guidelines
AI Hackathon 2026

Hackathon Rules:
Build, Submit, and Win

Everything you need to participate - timelines, submission rules, judging criteria, and how to get started from Day 1.

Jul 20, 2026 – Oct 10, 2026  · Virtual Event Open to  Middle school · High school · College · Professionals & everyone else Free  to participate

Key dates

Jul
20
🚀
Contest opens
Register on College.dev. The theme is live from day one - you can start building immediately, and register any time before the submission deadline.
Jul20
Oct10
🛠️
Build window
Research, build, and refine your product across the full contest window.
Oct
10
8:00 PM IST
⏱️
Submission deadline
Submit on College.dev by Oct 10, 2026 · 8:00 PM IST. The portal closes exactly at the deadline. No extensions.
Oct
17
After judging
🏅
Results
Winners announced per division on College.dev once judging concludes.

The theme

2026 Theme
Solving India's Garbage Problem -
Technology for a Cleaner Bharat

From awareness to action, from schools to streets - build AI-first (and hardware-enabled) products that make India cleaner. Your product can tackle behaviour change, civic infrastructure, waste systems, or the tools that support them.

India generates over 150,000 tonnes of solid waste every day. Much of it ends up on streets, in drains, and open dumps - not because people don't care, but because the systems to support cleaner behaviour are broken or absent. This hackathon asks you to build the missing pieces.

You can work on any of the following tracks, or combine them:

🏫
Civic education & behaviour change

Instilling civic sense in school children. Gamified learning about waste and cleanliness. Apps or classroom tools that make "don't litter" stick. Parent and community engagement platforms. Neighbourhood pledge and reward systems.

🧹
Street & neighbourhood action

Tools that make it easy for citizens to report dirty spots, blocked drains, or overflowing bins. Apps to coordinate neighbourhood clean-up drives. Platforms connecting volunteers to local municipal bodies. Real-time cleanliness mapping of localities.

🗑️
Waste collection & segregation

Smart bin systems. IoT sensors that alert collectors when bins are full. Route optimisation for garbage trucks. At-source segregation guides (dry/wet/hazardous). Household pickup scheduling apps.

🌊
Drain & public infrastructure maintenance

Hardware or computer-vision systems to detect and clear blocked drains before flooding. Reporting tools for encroached water bodies. Community-powered infrastructure audit platforms.

♻️
Recycling & circular economy

Marketplace apps connecting households to kabaddi walas and recyclers. Material identification tools. Micro-entrepreneur platforms for waste pickers. Plastic credit tracking.

⚙️
Hardware & IoT builds

Smart dustbins with fill-level sensors. Low-cost sorting conveyors. Drain-monitoring devices. Wearable or bike-mounted litter detection. Solar-powered compactors for public spaces. Hardware + app combos welcome.

💡
Useful data sources

Swachh Bharat Mission portal · CPCB solid waste data · Open Government Data (data.gov.in) · Municipal corporation open datasets · Google Maps Places API for bin/dump location data · Census of India ward-level data

Who can participate

The hackathon is open to everyone - from middle-school students to working professionals. Everyone competes in the same event but is judged within their own division, so you are always compared fairly to your peers.

DivisionWho qualifiesWhat judges expect
Current Middle SchoolStudents currently in grades 6–8 (approx. age 11–14)A working prototype or clearly demonstrated concept. Creativity and clarity of problem understanding matter most. Hardware prototypes are fully welcome.
Current High SchoolStudents currently in grades 9–12 (approx. age 14–18)A functional product with a real user flow. Technical depth grows in importance. Hardware + software combos encouraged.
Current College StudentAnyone currently enrolled in a college or universityEnd-to-end product with an AI/ML component, real data, and a credible deployment or pilot plan. Judges will probe feasibility.
OthersProfessionals and everyone else - college graduates, working professionals, and anyone past formal educationThe highest bar: a polished, deployable product with a clear AI/ML core and a credible path to real-world use.

Teams & individuals

You can participate alone or as part of a team. Both formats are welcome - there is no penalty for going solo.

  • 1
    Team size: 1 to 2 members
    Maximum 2 members per team. At least one member must register on College.dev, and team details must be provided during submission.
  • 2
    All team members must be in the same division
    You cannot mix divisions within a team. A college student and a high schooler cannot be on the same team.
  • 3
    Larger teams are held to a higher standard
    Judges scale their expectations with team size. A team of 2 is expected to produce a more complete product than a solo participant. This is by design - it rewards real collaboration.
  • 4
    One submission per team
    Only one project may be submitted per registered team. Individual members may not submit separate projects while also being part of a team.

What to build

Your project must be an AI-first product that addresses the hackathon theme. "AI-first" means AI or machine learning is a meaningful, functional part of your solution - not just a label.

  • Must be built during the hackathon window
    All code, models, hardware, and design must be created after Jul 20, 2026 (the date the contest opens and the theme goes live). Pre-existing codebases, prior projects, or work started before Jul 20, 2026 are not permitted.
  • Open source libraries, APIs & tools are allowed
    You may use any publicly available library, framework, API, or pre-trained model (e.g. TensorFlow, OpenAI API, Google Maps, Hugging Face models). Clearly credit what you used in your submission.
  • Hardware builds are welcome
    You may use Raspberry Pi, Arduino, ESP32, or any other microcontroller or sensor hardware. A short demo video showing the hardware working is required alongside the code submission.
  • AI tools may assist your workflow
    You may use AI coding assistants (GitHub Copilot, Claude, ChatGPT, etc.) as development tools. However, the product idea, product decisions, and final submission must be your own original work. Submitting AI-generated content wholesale as your project is not permitted.
🚫
Not permitted

Repurposed or resubmitted work from other hackathons or classes · Projects that have no working component (idea-only submissions are not accepted) · Work that violates the code of conduct

Rules

  • 1
    Registration on College.dev is mandatory
    All participants must be registered on College.dev before submitting. Projects from unregistered participants will be disqualified. If you registered as part of a team, all team members must be listed and confirmed before submission.
  • 2
    Submit only original work
    Your submission must be your team's original creation. Plagiarism, copying another team's work, or submitting previously published projects will result in immediate disqualification.
  • 3
    Your work. Your IP. Your responsibility.
    Everything you build belongs entirely to you. College.dev makes no claim over your code, ideas, designs, or any part of your submission - you are free to commercialise, publish, or continue developing your project after the hackathon without any restriction. In return, you take full responsibility for your submission being original work. It must be built by your team, created during the hackathon window, and free of plagiarism or copying from another participant's project. Submitting work you did not create is a disqualification offence.
  • 4
    Judges' decisions are final
    All judging decisions, including finalist selection and winner determination, are final and not subject to appeal. Judges may request a re-review of a submission only in the case of a clear technical error (e.g. broken submission link).
  • 5
    Organisers may disqualify at any time
    The organising team reserves the right to disqualify any participant or team that violates these rules, the code of conduct, or the spirit of the event.
  • 6
    Participants are responsible for their own equipment
    This is a virtual, self-hosted hackathon. You are responsible for your own internet connection, devices, development environment, and any hardware components you use.

Submission requirements

All submissions must be made through your College.dev dashboard before Oct 10, 2026 · 8:00 PM IST. The submission portal opens on Jul 20, 2026 and closes automatically at Oct 10, 2026 · 8:00 PM IST. You can submit and update your project at any time during this window.

Submit early - don't wait until the deadline

The platform supports re-submissions right up until the deadline. Because you have the full contest window, there is no excuse for a last-minute scramble. Submit a working version well before Oct 10, 2026 and use the remaining time to improve it. Judges see your final submission only.

Your submission must include all of the following:

Project title & one-line description - what your product does and which part of the theme it addresses
Project demo video (max 3 minutes) - a screen recording or video showing your product working end-to-end. Hardware teams: show the device in action. Upload to YouTube (unlisted is fine) or Google Drive and paste the link.
Code & stack walkthrough video - a short video explaining your codebase and architecture.
Public code repository - GitHub, GitLab, or equivalent. Must be public and accessible to judges at the time of submission. Include a README with setup instructions.
Try-it-out link (if applicable) - a deployed URL, APK download, or hosted demo so judges can interact with your product directly. Not mandatory for hardware-only builds.
Short write-up (300–500 words) - the problem you're solving, who it's for, how your product works, the AI/ML component, and what you'd build next if you had more time.
Tools & libraries used - list all third-party APIs, frameworks, pre-trained models, and open datasets. Honesty here is valued; it doesn't reduce your score.

Go to the submission portal →

Judging criteria

Projects are judged within each division. All divisions use the same rubric, but judges calibrate their expectations to the division and team size.

CriterionWhat judges look for
🌟 Innovation
Is this a fresh approach? Does it address a gap that existing solutions miss? Creative use of AI or hardware is rewarded.
⚙️ Technical execution
Does it actually work? Is the AI component functional, not just decorative? Is the code clean enough to be credible?
🏗️ Feasibility
Could this realistically be deployed or piloted? Does it respect the ground reality of Indian cities, schools, and towns?
🌍 Impact potential
How many people could this help? Does it address a real behaviour or infrastructure gap? Could a municipality, school, or NGO use it?
🎤 Presentation & pitch
Are the demo and walkthrough videos clear? Does the write-up explain the problem and solution well?
⚖️
Team size adjustment

Teams are capped at 2 members. A two-person team is expected to produce a more complete and polished product than a solo participant.

Code of conduct

This is an open, inclusive event. Everyone - participants, mentors, judges, and organisers - is expected to maintain a respectful environment.

  • Be respectful
    Treat all participants with respect regardless of age, experience level, background, or division. This event includes students as young as 11 years old.
  • No harassment or discrimination
    Harassment, bullying, or discriminatory behaviour of any kind will result in immediate removal from the event. This includes behaviour in Discord, and in any event session.
  • Compete honestly
    Do not share or copy another team's code, design, or ideas during the hackathon. If you find a bug in the platform or an unfair advantage, report it - don't exploit it.
  • Use communication channels appropriately
    Discord will be used only for hackathon-related discussions. Keep conversations constructive. Unsolicited promotion, spam, or off-topic content is not permitted.
🚨
Reporting a conduct issue

If you experience or witness a conduct violation, contact the organising team immediately via the #help channel on Discord or email the team directly. All reports are treated confidentially.

FAQ

Can I participate if I don't have a team?+
Yes. Individual participation is fully supported and judged on the same criteria. You are not at a disadvantage - judges scale expectations to team size.
Do I need to know AI/ML to participate?+
No, it’s not necessary. You can build your product using existing AI tools, APIs, or platforms without needing deep AI/ML knowledge. What matters is how effectively you use these tools to solve a real problem.
Can my team have members from different cities or states?+
Yes. This is a fully virtual event. Your team members can be anywhere in India (or the world).
What if my internet goes down during the hackathon?+
You are responsible for your own connectivity. Because the build window runs over the full contest, a temporary connectivity issue during the build is unlikely to be critical. As the submission deadline approaches, we recommend having a mobile hotspot as a backup. For platform issues, contact the help desk via Discord.
Can I use a hardware component like Raspberry Pi or Arduino?+
Absolutely. Hardware builds are explicitly welcome. Your submission should include a demo video showing the hardware working, plus a code repository and a brief explanation of the components used.
Does my project need to be deployed/live to submit?+
A try-it-out link is encouraged but not mandatory if deployment is not feasible in the build window. A clear demo video showing the product working is required. Judges will use the video as the primary way to evaluate a non-deployed product.
What happens if our team size changes after kickoff?+
Team membership is locked at the submission deadline (Oct 10, 2026 · 8:00 PM IST). After that point, no additions or removals are possible. Finalise your team well before the deadline.
Who owns the intellectual property of my project?+
You do. You retain full ownership of everything you build. Submitting grants College.dev a licence to showcase your project publicly, but this does not transfer ownership or restrict you from commercialising your idea.
I'm a middle schooler. Do I need to be as technical as college students?+
No. Middle school participants are judged within their own division. Judges look for creativity, a clear understanding of the problem, and a working concept - not the depth of technical implementation expected from college students. A well-built app, a hardware prototype, or even a strong interactive model is perfectly competitive in the Middle School division.

Get help

If you have a question not answered here, here's how to reach us during the event:

  • 💬
    Discord - #help channel
    Fastest way to get support during the event. Monitored by the organising team and volunteer moderators throughout the contest window.
🍀
You've got this

India's garbage problem is real, urgent, and unsolved. Whatever you build - a neighbourhood reporting app, a classroom game about civic sense, a smart bin prototype, or a recycling marketplace - you are working on something that matters. Build boldly.

Ready to proceed?

Register on College.dev to accept these rules and start submitting your project.

Register for this contest

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