Calling all students · Registration is live
// EDITION 01 · 2026
VAYU AI STUDIO ·FOR INDIA'S NEXT AI ENGINEERS

Build real AI.
Ship it live.
Make it matter.

→ THE BRIEF

Got an idea and a laptop? That's all you need. Team up, pick a track, and ship a real AI app on a full enterprise cloud — no setup, no gatekeeping, no experience required.

Enterprise infra · Live endpoints · Real users · Real outcomes.

FREE ONLINE TEAMS OF 2–4 NO EXPERIENCE NEEDED
// the rally · by the numbers
◆ Reach
3+
Partner Colleges
Top engineering campuses across India
◇ Community
100+
Student Builders
Shipping in parallel on the same stack
★ Prize Pool
₹5L
Total Awards
+ Vayu credits, swag & a portfolio you'll link
§ 00 · Champions
The Winners
Announcing the top teams of Vayu AI Studio Hackathon.
🏆 WINNER Team: Mastaadmi 4

PCB Drishti Pro

Detects bare-board PCB defects and converts detections into release/hold/scrap decisions and rupee rework exposure.

Team Members Nilay, Shivam, Satya, Parth
🥈 1st Runner Up Team: I Give Up

RailOps AI

Predictive Maintenance for Railway Infrastructure. End-to-end IoT-to-ML pipeline for real-time railway track health monitoring, failure prediction, and automated crew dispatch.

Team Members
Gauravkumar, Lalit, Sarath, Hari
🥉 2nd Runner Up Team: Sardines

Saarthi

Prove-or-abstain multilingual AI copilot for Indian government welfare schemes. Every answer is bound to the official line it came from -or the system refuses and escalates to a human.

Team Members
Ansh, Sana, Rashida, Darshan
§ 01 · About
The Hackathon
A field manual for college builders.

Everyone's talking about AI apps. You could keep watching the timeline — or you could be the one shipping the thing it's about.

// What it is

The Vayu AI Studio Hackathon is an end-to-end AI engineering competition built for college students, by people who believe your best project shouldn't be locked inside a university submission portal.

// What you do

Pick a real problem. Pick a track. Build an AI application that does something useful for a real person — a farmer, a student, a clinic, a small business owner whose day gets meaningfully better because of what your team shipped.

// WHAT YOU GET
  • 01 Five challenge tracks.
  • 02 A full cloud environment handed to you.
  • 03 Starter kits, so you're never starting from zero.
  • 04 Judges who care about what you built and who it helps — not just how clean your code looks.
§ 06 · Getting Started

From sign-up
to first deploy
in 3 steps.

Register as a team, pick your track, and start building. Everything from here is execution.

STEP 01 01
Register your team.

Form a team of 2–4. The leader registers with every member's email, picks your AI track, and describes the problem you'll solve and the app you'll build.

STEP 02 02
Get shortlisted.

15 teams are shortlisted on the strength of the problem you chose to solve and how you intend to build the capability for it.

STEP 03 03
Build, deploy, ship.

Follow the guided journey. Hit the checkpoints. Record the video. Submit before the bell.

§ 07 · Submit Your Project

From build
to final submission
in 3 steps.

Upload your report, demo video, and live app URL. Deadline: 13th July 2026, 11:59 PM IST. Only shortlisted teams can submit.

STEP 01 01
Confirm your team.

Enter your registered team name and the email of the member submitting. Must match your registration exactly.

STEP 02 02
Upload deliverables.

Project report (.pdf or .docx, max 10 MB) and demo video (.mp4, .mov, or .webm, max 100 MB).

STEP 03 03
Ship your live app.

Paste the public URL of your deployed solution. Add optional notes about your approach (up to 5,000 chars).

§ 05 · Key Dates

The clock starts
the moment you sign up.

ALL DATES IST
PHASE 01
01
Registration
Opens
Closed
PHASE 02
02
Registration
Deadline
Closed
PHASE 03
03
Shortlist
Closed
PHASE 04
04
Hackathon
Begins
11 Jul
9:00 AM
PHASE 05
05
Hackathon Ends /
Submission Deadline
12 Jul
11:59 PM
PHASE 06
06
Judging
Period
13–22 Jul
PHASE 07
07
Results
Announced
24 Jul
§ 03 · Challenge Tracks

Five problems.
One you'll own.

Each track is a complete end-to-end AI engineering challenge with its own domain, toolset, and rubric. Full briefs and starter kits live on Vayu Git.
01
Track
Predict-It
Predictive ML Tabular Forecasting

Build a predictive ML app that helps a real user make a data-driven decision they couldn't make confidently before.

Vayu Git ↗
02
Track
Spot-It
Computer Vision Detection Inspection

Build a computer vision app that automates visual inspection for a user who currently relies on manual observation.

Vayu Git ↗
03
Track
Ask-It
RAG Doc Intelligence Multilingual

Build a document intelligence copilot that answers questions grounded in a real corpus — with citations, in English and at least one Indian language.

Vayu Git ↗
04
Track
Do-It
Agentic AI Tool Use HITL

Build an autonomous agent that takes a goal in plain language, orchestrates multiple tools, and completes a multi-step task on a user's behalf.

Vayu Git ↗
05
Track
Move-It
Physical AI IoT Closed-Loop

Build a physical AI system that ingests live sensor data, runs inference in the cloud, and delivers a command or alert back to a device or simulator.

Vayu Git ↗

Full briefs, sample use cases, deliverable checklists, and scoring rubrics are published on Vayu Git. Choose your battlefield before the bell.

View all 5 tracks on Vayu Git
§ 02 · Why You Should Care

Others give you a weekend and a whiteboard. We give you the whole platform.

05 REASONS
TO SHOW UP
01 / INFRA
A full AI cloud,
on day one.

Object storage, MLFlow, model registry, vector DB, MaaS catalogue, Kafka, Postgres, container registry, GitLab, realtime inference. Everything you need to build and deploy.

02 / STRUCTURE ≠ guesswork
Guided journeys,
not blank slates.

Every track ships with a starter kit, a step-by-step build path, and a transparent deliverables checklist. You always know what to build next.

03 / CONTEXT
Built for India.

Tracks designed around real users across agriculture, healthcare, finance, logistics, and manufacturing.

04 / EVAL
Judged on what shipped.

Outcomes > aesthetics. A working, deployed app counts as much as the cleverest architecture.

05 / SKILL
Production AI, end to end.

MLFlow, RAG pipelines, agent graphs, human-in-the-loop. Skills that map 1:1 to industry.

Most college projects end at submission. This one ends with a live URL you can paste into any interview.
INDUSTRY-RELEVANT
TEAM-BUILT
LEARN-BY-DOING
§ 04 · Evaluation Framework

100 points.
Zero ambiguity.

Every track is scored on a common framework. Judging is fast, objective, and transparent — every criterion is either a binary checkpoint or a clearly defined band.

30
20
25
20
15
10
Workflow Completion
30pts

10 binary checkpoints verifying end-to-end platform usage — dataset uploaded, model registered, endpoints live, observability active.

Problem Relevance & User Story
15–20pts

Clarity of the user persona, the decision or task being addressed, and the before-and-after impact narrative.

Technical Quality
15–25pts

Model accuracy, RAG faithfulness, agent robustness, or closed-loop reliability — evaluated against each track's specific requirements.

Application Usability
15–20pts

Functional stability, input validation, plain-language output, and the ability of a non-technical user to complete the intended task without help.

Demo & Presentation
10–15pts

A 5-minute video demonstrating real usage, with a clear explanation of architecture and user value.

Track-Specific Criteria
5–10pts

Multilingual support (Ask-It), human-in-the-loop safety gates (Do-It), or closed-loop operational proof (Move-It).

Complete scoring rubrics for each track are on Vayu Git.

View rubrics on Vayu Git ↗
§ 07 · Awards & Recognition

Recognition worth
the late nights.

TOTAL CASH PRIZES
₹5,00,000
◆ TOP PRIZE
Winner
₹3,00,000
◇ RUNNER UP
1st Runner
Up

Second-best overall project.

₹1,25,000
◇ RUNNER UP
2nd Runner
Up

Projects that punched above their weight.

₹75,000
Plus · Cloud credits
Studio Credits

Keep building on Vayu long after the demo — cloud credits to continue shipping on the platform.

Credits are valid till hackathon live date.

₹10,000
// the call

Build the thing.
Ship the thing.
Be the one
who shipped it.

The platform is ready. The tracks are open. The starter kits are on Vayu Git. The only thing missing is your team.
Register now