AI-Ready Fresher: The Off-Campus Playbook
A 46-page playbook for engineering freshers: a 30-day AI skills track, three portfolio projects recruiters open, an off-campus job-search system with message templates, and the interview minimum for DSA, CS fundamentals, AI and HR.
Launch price, paid once. No subscription.
- 16 items included
- One-time payment when sales open
- Free excerpts below
What's included
- 46-page PDF playbook
- 30-day AI skills track, two hours a day, with a checkpoint for every day
- 4 self-check quizzes with 40 answered questions
- 3 portfolio project plans: cited RAG app, job-hunt agent, fine-tuned small model
- README template and Hugging Face Spaces deployment steps
- Where fresher jobs are posted, in India and abroad
- The 20–10–5–2 weekly job-search routine
- 12 message templates for recruiters, engineers, founders and follow-ups
- Application tracker columns and stages
- One-page resume rules, a sample and before-and-after bullets
- LinkedIn profile checklist and scam red flags
- 75 DSA problems organised by pattern
- Aptitude essentials and the TCS NQT pattern
- 100 fundamentals answers: OOP, databases, operating systems, networks
- 35 AI interview questions with answers
- HR round answers, questions to ask, and an offer-stage guide
Preview
Short excerpts from 5 of the files. The complete files are in the pack.
Day 1 ML framing, linear regression Google ML Crash Course: Linear regression Done when: You can explain loss and gradient descent out loud Day 5 Backprop from scratch Karpathy, Zero to Hero: micrograd Done when: Your own micrograd trains on a toy dataset Day 7 Review and quiz Done when: Quiz 8/10 or better, notebooks pushed to GitHubPage 5, Week 1
Proof beats pedigree
Most jobs don't come to most colleges. Off campus, what gets you an interview is proof: deployed projects with real numbers, and a routine that puts them in front of people who hire. This playbook is how you build both in 30 days.
The four parts
The 30-day AI skills track
Two hours a day on free resources, from how models learn to embeddings, RAG, agents and fine-tuning. Every day ends with a "done when" checkpoint, and every week with a quiz.
Three projects recruiters open
A cited RAG app, a tool-using agent and a small fine-tuned model, each with an evaluation table, a README that puts the numbers first and a free deployment.
The off-campus job machine
Where fresher jobs are actually posted, a weekly routine that fits in an hour a day, message templates for recruiters, engineers and founders, and how to spot a scam.
The interview minimum
75 DSA problems by pattern, the aptitude you need, 100 fundamentals answers, 35 AI questions, the HR round and what to check in an offer.
Who it's for
- Final-year students and recent graduates in CS, IT and AI/ML looking for their first job
- Students at colleges with few campus recruiters
- Anyone who can write basic Python and wants an AI engineering or developer role
Who it's not for
- Anyone looking for a guaranteed job, leaked papers or company question dumps
- People who want to collect certificates rather than build and ship projects
Questions
Is this a job guarantee?
No. It's a system: a 30-day plan, three projects and a job-search routine. Your results depend on the hours you put in and on the market. It contains no leaked papers and no company question dumps.
What do I need to know before I start?
Basic Python. If you can't yet write a function with a loop and a dictionary, the book starts you on a free Python pre-week, then Day 1.
Do I have to buy courses or tools?
No. Every learning resource it links is free or official, and the few paid options are labelled. Free tiers change often, so check each tool's current limits before you build on it.
How long does it take?
30 days at two hours a day, or 15 days on the four-hours-a-day fast track, plus 30 minutes each evening for DSA and fundamentals.
Is it only for India?
It's written for Indian engineering students job-hunting off-campus, and it also lists international channels for graduate and new-grad roles.
Do I get updates?
The book is re-checked every quarter. If a new edition comes out within a year of your purchase, you get it free.
Can I share it with friends?
Please don't. It's licensed for your personal use: keep it, print it and use the templates in your own job search. Share the link to this page instead.
How do I receive it?
As a download. After payment your download page opens, and we email you a link that works for 30 days. If you lose it, we send a new one free for at least a year.
AI-Ready Fresher: The Off-Campus Playbook
Sales open soon. Until then, every free guide on the site is open to everyone.