AI Residency, Goa by i-Hub IIT Patna: Everything You Need to Know Before You Apply
Everything to know before you apply to the AI Residency, Goa: the 3-day residency and 4-week online roadmap, how you are evaluated, the fee, the application steps and answers to common questions.
Quick answer: The AI Residency, Goa is a 3-day in-person residency plus 4 weeks of live online learning, run by Vishlesan i-Hub, IIT Patna with Masai. It is built for college students and fresh graduates, and no coding is needed. You build and deploy a live AI product, meet investors and founders, and earn a certificate from Vishlesan i-Hub, IIT Patna. There are 50 seats. The residency starts on 20 November 2026, and registration costs ₹99.
Last updated: 6 November 2026. Dates, fees and seat details were checked against Masai's official AI Residency page on that date.
In this article
- The AI skills gap nobody talks about
- The programme at a glance
- Is this you? Four signs you should apply
- Inside the 3 days in Goa
- The 4-week online roadmap: from prompts to production
- One build, six checks: how you’re evaluated
- What you leave with: certificate, network and placement opportunities
- Fee and how to apply
- Frequently asked questions
- The bottom line
- Related reading
The AI skills gap nobody talks about
Every student you know can use ChatGPT. Ask it a question, get an answer, paste it into an assignment. Done.
But open any job description for an AI-era role and a different question appears: can you build something with it?
That gap is quietly becoming the most important one in a fresher’s career. Prompting is now a basic skill, a bit like typing. What employers, founders and investors actually notice is the person who walks in with a live AI product and can explain how it works, where the data sits and why it doesn’t break.
That’s the idea behind the AI Residency: Everyone can prompt. Almost nobody can ship.
If you’ve been searching for an AI course for college students with no coding background, or a way to learn to build AI products instead of just using them, this is worth five more minutes of your time. Not sure whether you need to code first? Read do you need coding to learn AI?
The programme at a glance
Here are the programme details at a glance. Dates and seats can change, and the AI Residency programme page always carries the latest.
| Item | Details |
|---|---|
| Programme | AI Residency, Goa, by Vishlesan i-Hub, IIT Patna × Masai |
| Format | 3 days residential in Goa + 4 weeks online |
| Start date | 20 November 2026 (Goa residency). Week 1 online starts the week after you get home |
| Venue | Fairfield by Marriott Goa Calangute |
| Online phase | 2 live sessions + a 1.5-hour lab every week (8 live sessions and 4 labs in total) |
| Cohort size | 50 seats, one cohort |
| Built for | College students and fresh graduates; no coding experience or technical degree needed |
| Outcome | A live AI product on a real URL, the Investor–Founder Mixer, a founder network, a certificate from Vishlesan i-Hub, IIT Patna |
| Evaluation | Two evaluations: a Week 2 checkpoint (45%) and a Week 4 final (55%) |
| Fee | ₹50,000 + GST (₹99 to register) |
Is this you? Four signs you should apply
The programme is designed around four very specific frustrations. See if any feel familiar.
1. You ask ChatGPT for answers, but you don’t know how it works. You’ll learn what a model is, why it hallucinates and how to make it do what you want.
2. You have ideas, but you can’t build them. You’ll write a spec, cut it down to an MVP and build it with AI coding tools like Cursor, Claude Code or Codex.
3. AI writes the code, but you can’t read it. You’ll learn where code runs, how APIs talk to each other and how to debug what an AI agent wrote.
4. Your degree says you studied. It doesn’t say you can build. You’ll leave with a working product and the chance to show it to investors and founders.
The goal isn’t “learn to code with AI.” It’s to learn enough technology to build intelligently in the AI era, and leave with proof.
Inside the 3 days in Goa
This is the part most people remember. Fifty builders, one room, and a build day that turns “I have an idea” into “here’s the link.”
Day 1: Arrive and meet. Check in, then an opening session on the AI-native builder, structured cohort introductions, and an evening conversation with an AI and product leader on which skills will matter.
Day 2: Build day. Take apart a real product the way a product manager would, scope a small idea, then build and deploy your own working product to a live URL, with mentors on the floor throughout. Everyone demos at show and tell and names the one thing they couldn’t explain. Those gaps become the syllabus.
Day 3: The web and data. How the web and APIs work, databases and system design, and how to read AI-generated code. The evening lab has you wire a front end to a real backend.
The highlight is the Investor-Founder Mixer. You show investors and startup founders what you built and hear how they judge a product and the people behind it. It’s a room most students never get into.
Your stay is handled too: twin-sharing rooms at Fairfield by Marriott Goa Calangute for all 3 days, with every scheduled meal, a short walk from Calangute Beach.
The 4-week online roadmap: from prompts to production
Week 1 starts the week after you get home. Each week has two live sessions and a 1.5-hour lab, all built around one e-commerce platform that you start in Goa and carry through to the final evaluation.
Notice what’s missing: a pile of disconnected assignments. Every session adds the next layer to the same product: storefront, database, AI agents, connections, security, deployment.
One build, six checks: how you’re evaluated
There are two evaluations: a Week 2 checkpoint (45%) and a final evaluation in Week 4 (55%). Your finished product is judged on six things:
- Grounded: it answers from the store’s own data and can show where that came from.
- Connected: it reaches real apps and databases over MCP and automated flows.
- Evaluated: an eval set and traces prove it works, not a demo that got lucky.
- Secured: it survives red-teaming for injection, leakage and runaway cost.
- Deployed: it’s live on a URL anyone can open, with logs and fallbacks.
- Explained: you can defend the stack, the data and the model choice.
This is what separates “I used AI” from “I built with AI”, and it’s exactly what an interviewer wants to hear you explain.
What you leave with: certificate, network and placement opportunities
- A live AI product on a real URL, built in Goa on Day 2 and carried through to your final evaluation.
- A certificate from Vishlesan i-Hub, IIT Patna's Technology Innovation Hub, issued in collaboration with Masai. Score 45 or above across both evaluations to complete the course (below 45, you get one resubmission).
- A founder and investor network: the people you meet in Goa, your mentors and your cohort of 50.
- Placement opportunities: a weighted average score of 80 or above across both evaluations makes you eligible for placement opportunities through Masai.
- ₹25,000 in AI and cloud credits for your build. The credits are for selected participants who score at least 50 in the first evaluation, and they cover platform credits to build and deploy your product, not ChatGPT or Claude subscriptions.
A note on honesty: there is no job guarantee. What everyone gets is a product they built and can explain, which is a far stronger starting point than a list of courses.
You’ll also learn from practitioners working at companies like Google, Microsoft, Intuit, PayPal, Ericsson and Simplismart.
Fee and how to apply
Total fee: ₹50,000 + GST. It covers your 3-day stay and scheduled meals in Goa (twin-sharing rooms), every Goa session, 8 live online sessions and 4 labs, learning materials, the Investor–Founder Mixer, your certificate and, for selected participants, ₹25,000 in AI and cloud credits. Travel to and from Goa (including airport transfers), any extra stay, paid AI tools or subscriptions and your laptop are not included. Refunds and withdrawals follow Masai’s Withdrawal & Refund Policy.
Step 1: Register for ₹99. Tell the team about your studies or work and what you want from the residency.
Step 2: Applications are reviewed. The team looks at your intent, your ambition and your readiness to commit to the full residency, in Goa and online.
Step 3: Attend your counselling. A conversation about the programme, the commitment and travel. Pay ₹5,000 at this step.
Step 4: Confirm your seat. Pay the remaining ₹45,000 + GST and complete onboarding: pre-reading, a setup checklist and travel details.
You pay nothing beyond the ₹99 unless you’re selected. With only 50 seats and the residency starting on 20 November, applying early matters.
Apply for the AI Residency, Goa →
Frequently asked questions
What is the Investor-Founder Mixer?
An in-person event in Goa with investors and startup founders. You show what you’ve built and hear how they judge a product and the people behind it.
Who are the founders I’ll meet in Goa?
Two groups. Early-stage founders from Masai’s Leap Founders Cohort are in Goa building at the same time, and they see the product you built. You also meet investors and other startup founders at the Mixer.
Which tools will I actually use?
Coding agents such as Cursor, Claude Code and Codex, models on Hugging Face, Git and GitHub for version control, n8n for workflow automation, and MCP servers to connect your product to other apps and databases. You’ll also work with RAG, embeddings and vector databases in Week 3. Specific tools may change as the ecosystem moves, and tool subscriptions and usage costs are the participant’s responsibility.
Who teaches the programme?
Practitioners working in AI, cloud, machine learning and product engineering. The faculty list includes Aditya Rane (AI & ML Technical Solutions Consultant, Google), Deepak Kasera (Senior Engineer, Cloud & AI, Microsoft), Shubhendu Shishir (Head of Engineering, Simplismart), Saksham Arora (Backend Engineering Lead, Identity, Intuit), Mohit Uniyal (Senior ML Engineer, PayPal) and Amit Singh (Google Authorized Trainer, Ericsson).
What happens if I score below 45?
You get one resubmission. Completing the course, and earning the certificate, needs a score of 45 or above across both evaluations (45% for Week 2, 55% for Week 4). If the score is still below 45 after the resubmission, the certificate isn’t issued, but you keep your product and everything you built.
How do the placement opportunities work?
A weighted average score of 80 or above across both evaluations makes you eligible for placement opportunities through Masai. It is an opportunity, not a guaranteed offer.
Who gets the ₹25,000 in AI and cloud credits?
Selected participants who score at least 50 in the first evaluation. They are platform credits to build and deploy your product, they sit alongside the fee and don’t replace it, and they are not ChatGPT or Claude subscriptions. Paid AI tools and subscriptions are not included in the fee.
Do I need to bring my own laptop?
Yes. Your laptop and working setup are not included in the fee, so arrange them before 20 November. Onboarding after you confirm your seat includes pre-reading and a setup checklist.
Who will I share a room with in Goa?
Rooms are twin-sharing at Fairfield by Marriott Goa Calangute, booked for the whole cohort for all 3 days, with every scheduled meal covered.
How is my application reviewed?
Applications are reviewed on a rolling basis and each one is read personally. The team looks at your intent, your ambition and your readiness to commit to the full residency, in Goa and online. With 50 seats in the cohort, earlier applications have an advantage.
Who can join the AI Residency?
College students and fresh graduates who use AI but can’t yet build with it. No technical degree or coding experience is required. Selection is based on fit, intent and your ability to commit to the programme.
How much time does the online phase take each week?
Two live sessions and a 1.5-hour lab every week, for 4 weeks.
Will the AI Residency get me a job?
There is no job guarantee. Learners who score a weighted average of 80 or above across both evaluations become eligible for placement opportunities through Masai.
Do I need a medical certificate or insurance for the Goa residency?
Yes. A Medical Fitness Certificate from a registered medical practitioner is mandatory before the residency, and you must arrange suitable medical insurance before travelling. Medical expenses during the residency are not covered by the fee.
Can family or friends join me in Goa?
They can travel independently, but companions are not included in the programme’s accommodation, activities or other arrangements.
What food is available during the residency?
Meals follow a pre-defined menu with vegetarian and non-vegetarian options. Special requirements outside the standard menu are arranged and paid for by the participant.
How is the AI Residency different from the 8-month AI & ML programme?
The AI Residency is a short, build-focused programme: 3 days in Goa and 4 weeks online, ₹50,000 + GST, for college students and fresh graduates who want to ship an AI product. The 8-month AI & ML programme is a longer path from Python to MLOps, at ₹54,000 + GST, for learners aiming at an AI or ML career.
The bottom line
A certificate says you attended. A live product says you can build. In a market where everyone can prompt, the people who stand out are the ones who ship, explain what they shipped, and can say so in front of a founder.
Three days in Goa, four weeks online, one product with your name on it. That’s the bet the AI Residency is making on you.