Priyanka
The Architect- Plans the big picture
- Loves system design
- Keeps us focused
- Dry wit, sharp takes
Setup mode. Supabase keys aren't set, so login, payments and videos are off. Copy .env.example to .env.local, add your keys, and restart npm run dev.
COMMUNITYbuild break debug grow
Every bug is a lesson. Your growth is by design.
A community of students and engineers learning AI together. Share your bugs, celebrate your wins, and grow with people who keep you showing up.
weekly podslive builds1:1 mentors
{ model: 'yours' }
✓ 0 bugs left
git log --how-it-works
4 commits to your career
Every member follows the same history. Here's yours.
- 1a1f3c9e init:
Join the community
Free Discord and Instagram groups, study material and course previews.
- 2b7d2014 feat:
Pick your track
Students & freshers or Experienced. Courses built for where you are now.
- 3c4e88f2 fix:
Debug with your pod
Weekly goals, accountability pods, or a personal partner on Mentor.
- 4d91a0b7 release:
Land the role
Portfolio, interview prep and 1:1 career counselling to get the offer.
Meet the crew
Two engineers and one very curious bug
Courses
Pick your track
Every lesson ends with “The Bug”: one common mistake, broken on purpose and fixed on screen.
For students and anyone with under a year of work. Goal: first internship or first AI job.
S1Free preview
AI Career Compass for Students
Pick a role and plan your first 90 days around college.
S1 · 1.5 hrs
- The AI job map
- Skills audit
- Choosing your lane
- 90-day roadmap around college
- Learning systems that stick
- Capstone: publish your roadmap
S2Builder
ML Foundations, Debugged
Core ML taught through broken models.
S2 · 4 hrs
- How machines learn
- Python data toolkit
- Regression and bias–variance
- Classification and metrics
- Trees and boosting
- Data leakage and classic bugs
- Neural networks with PyTorch
- Capstone: end-to-end project
S3Builder
GenAI for Beginners
Prompts, LLM APIs and your first RAG chatbot.
S3 · 2.5 hrs
- What LLMs are
- Prompting basics
- Your first API call
- Embeddings visually
- Build a simple RAG chatbot
- Capstone: study-helper bot
S4Builder
Land Your First AI Role
Internships, placements and your first offer.
S4 · 2 hrs
- Resume with no experience
- Portfolio over CGPA
- Internships
- Campus vs off-campus
- Fresher interviews
- LinkedIn and cold emails
Membership
Choose how far we go together
Start free. Upgrade when you want every course, or a mentor in your corner. Prices include GST.
MonthlyYearly2 months free
Community
For anyone curious about AI
Free forever
- Discord and Instagram groups
- Free study material
- Public challenges
- Monthly live AMA
- Course previews (S1, E1)
Builder
For learners ready to commit
₹499 /month
- Everything in Community
- All 9 courses, both tracks
- Exclusive Discord rooms
- Accountability pods
- Workshops and challenge prizes
Mentor
For people who want a personal push
₹1,999 /month
- Everything in Builder
- 2 × 1:1 career sessions a month
- Personal accountability partner
- Resume and portfolio reviews
- Priority booking
Services
Help that goes beyond videos
1:1
Career counselling
Roadmap, resume, interview and job-switch strategy with one of us.
Mentor · or ₹799 per session
✓✓
Personal accountability partner
Weekly goals, check-ins and an honest progress review.
Mentor
5+
Accountability pods
Groups of 5 to 8 members sharing weekly goals on Discord.
Builder and Mentor
{ }
Workshops & events
Live builds, coding games and themed sprints with gifts for winners.
Everyone
Challenges
Build in public, win stuff
30-Day RAG Sprint
Build a chatbot that answers from your own notes. Post one commit a day in #rag-sprint.
Prize: Bug plushie + 1 free Mentor month
Bug Hunt Weekend
We hide 10 bugs in an ML pipeline. Find and fix the most in 48 hours.
Prize: Bug by Design hoodie
Member stories
Bugs fixed, careers shipped
Real words from people in the community. Every story here was written by a member.
Our first stories are being written
We're a new community. Join now, learn with us, and your story could be the first one here.
Community
Find your people
Free members get the open channels. Builder and Mentor members unlock exclusive Discord rooms and accountability pods.
anyone else stuck on embeddings?pushed my RAG bot 🚀week 3 goals ✓✓✓