Career playbooks

Learn what recruiters screen for, five slides at a time

Five free playbooks for students, freshers and working professionals. Each one teaches a skill you can use today and ends with one free step to put it into practice.

01ResumesGet your resume past the first screen5 slides
02Placement testsClear the aptitude round with a plan5 slides
03Career roadmapA 12 week plan to your first developer job5 slides
04AI skillsThe AI skills employers are paying for5 slides
05InterviewsAnswer interview questions like a hire5 slides

Playbook 1 · Resumes

Get your resume past the first screen

How resumes are screened today, and the four fixes that matter most, whether you are a student, a fresher or changing jobs.

ForStudentsFreshersProfessionals

01 / 05Resumes

01How screening works

Software reads your resume before a person does

Most companies collect applications in an applicant tracking system. It pulls your details into fields, the recruiter searches those fields, and only the shortlist reaches a person.

Parse: your text is split into skills, education and experience
Filter: recruiters search for the skills the role needs
Skim: a person reads the shortlist, and reads it fast

Takeaway: Write for both readers: the parser first, then the person.

02Format

Use a layout that parses cleanly

Designer templates often break extraction. Text inside images, tables and two column layouts can come out scrambled or go missing.

One column with standard headings: Experience, Projects, Skills, Education
Real text only, never text inside images or icons
Export to PDF from a text document

Takeaway: Copy your PDF into a plain text editor. If it reads in the right order, a parser can read it too.

03Bullets

Write bullets that prove impact

A strong bullet says what you did, how you did it and what changed because of it. A number makes the change believable.

Start with a verb: built, reduced, automated, led
Name the tools, in the words the job post uses
End with the result: time saved, users served, errors removed

Example

Before: Worked on a college project using React.
After: Built a React and Node attendance app used by 120 students, replacing a paper register.

04Keywords

Mirror the job description

Recruiters search for the exact skills a role names. If the post says PostgreSQL and your resume only says databases, you may never appear in the search.

Mark every skill and tool the job post names
Use the same words in your Skills section and inside your bullets
List only what you can explain in an interview

Takeaway: Tailor the top third of your resume for every role you apply to.

05Proof

Give recruiters proof they can open

Links turn claims into evidence. Freshers prove skill with projects; professionals prove it with outcomes.

Freshers: link GitHub and one live project with a clear README
Professionals: open each role with your biggest measurable result
Everyone: keep LinkedIn consistent with your resume

Get your free resume analysis Compare Free and Toolkit

Your first resume analysis is free. The Career Toolkit makes analysis unlimited and turns your resume into a roadmap.

Playbook 2 · Placement tests

Clear the aptitude round with a plan

What online placement tests check, how to manage the clock, and the shortcuts worth learning first.

ForStudentsFreshers

01 / 05Placement tests

01What it tests

Four skills against one timer

Most campus and off campus online tests mix quantitative aptitude, logical reasoning and verbal ability. Many add a technical or coding section.

Quantitative: percentages, ratios, time and work, speed and distance
Logical: series, arrangements, coding and decoding
Verbal: grammar, reading comprehension, words in context
Technical: programming basics, CS fundamentals or a coding question

Takeaway: Look up each company's test pattern before you start practising for it.

02Time

The clock is the real test

These tests are built so that few people finish. Work out your time per question before you begin, and protect it.

Divide the time by the questions: 20 in 20 minutes is 60 seconds each
Pass one: answer what you can solve fast and flag the rest
Pass two: return to flagged questions with the time left
Check for negative marking before you guess

03Quant shortcut

Successive percentages in one step

When a value changes by a% and then by b%, the net change is a + b + ab ÷ 100. Treat a fall as a negative number.

Up 20%, then down 10%: 20 minus 10 minus 2 gives a net rise of 8%
Up 10% twice: 10 + 10 + 1 gives 21%, not 20%
Works for prices, salaries, population and discounts

Takeaway: Learn ten shortcuts like this one and you save minutes on every test.

04Logical reasoning

Draw it before you solve it

Arrangement and relation puzzles get easier on paper. A quick sketch turns six clues into one picture you can check.

Seating: draw the seats, place the fixed clues first, then the relative ones
Blood relations: sketch a family tree with one row per generation
Syllogisms: use overlapping circles to test every case
Number series: check differences, then ratios, then alternate terms

05Start here

Measure before you practise

Practice pays off fastest when you know which section is costing you marks. A short timed test shows your accuracy and your speed in each one.

15 questions, timed, no login
A score report with accuracy and time for each section
Every answer explained

Take the free aptitude test Ask the AI Mentor for a practice plan

The test is free with no login. Bring your score to the AI Mentor and it will plan what to practise first.

Playbook 3 · Career roadmap

A 12 week plan to your first developer job

A week by week route into full stack web development, built around two projects you can show an interviewer.

ForStudentsFreshersCareer switchers

01 / 05Career roadmap

01The route

Four phases of three weeks each

Learn in the order a real app is built. Every phase ends with something you can show.

Weeks 1 to 3, foundations: Git, HTML, CSS and JavaScript
Weeks 4 to 6, frontend: React
Weeks 7 to 9, backend: Node, SQL and REST APIs
Weeks 10 to 12: deploy, polish and apply

02Weeks 1 to 3

Foundations every role assumes

Interviewers expect fluent JavaScript and Git before any framework. Rushing this phase slows down everything after it.

JavaScript: arrays, objects, async and await, the DOM
Git: branches, commits and pull requests on GitHub
The web: HTTP methods, status codes and JSON

Takeaway: Deliverable: a responsive personal site, pushed to GitHub.

03Weeks 4 to 9

Build two projects, not ten tutorials

Two finished projects teach more than a dozen half done ones. Pick ideas that real people will use, even if those people are your classmates.

Project one: a React app with login, forms and a live API
Project two: a Node and SQL API with authentication and tests
A README for each: the problem, the stack, screenshots, how to run it

04Every day

Problem solving, 45 minutes a day

Coding rounds test problem solving on top of projects. Learn the patterns behind questions instead of memorising answers.

Arrays and hashing, two pointers, sliding window
Stacks, binary search, linked lists
Trees and graphs with BFS and DFS
Basic dynamic programming in the final weeks

05Weeks 10 to 12

Ship it and start applying

Deploy both projects, put the live links at the top of your resume and apply every week. Each interview shows you what to study next.

Deploy on a free tier and share live links
Apply to ten relevant roles a week and track them in a sheet
After every interview, note the topics that tripped you up

Build your roadmap Explore the Full Stack course

Start a roadmap for your own target role. The Career Toolkit upgrades roadmap review; the course adds structured lessons and projects.

Playbook 4 · AI skills

The AI skills employers are paying for

What the hiring data says, which layer of AI skill your role needs, and a 30 day plan that fits around work or college.

ForProfessionalsFreshersStudents

01 / 05AI skills

01The signal

AI roles are growing while IT hiring slows

In September 2026, AI and ML job listings in India were up 20% on a year earlier, while IT and software services listings were down 4%.

AI and ML roles: up 20%
All white collar jobs: up 2%
IT and software services: down 4%

Takeaway: Employers are still hiring. They are hiring for specific skills.

Source: Naukri JobSpeak, September 2026

02Three layers

Use it, build with it, or build it

AI skill is not one thing. Match the layer to your role instead of trying to learn all of it.

Use AI: prompting, checking outputs, AI in everyday tools. Every role
Build with AI: model APIs, retrieval, agents and evaluation. Developers
Build AI: data, training and deploying models. ML engineers

03By role

What to learn for the job you have

Start from the work you already do, then add the AI skill that makes it faster or better.

Developers: model APIs, retrieval over your own data, testing AI output
Analysts: Python, SQL and AI assisted analysis you can verify
Testers: checking AI features for accuracy, safety and edge cases
Managers and operations: automating repeat workflows and reviewing the results

0430 days

A plan for five hours a week

Short, steady sessions beat a weekend sprint. End the month with one working result, not a pile of notes.

Week 1, how models work: tokens, context windows and limits
Week 2: prompting patterns and checking what comes back
Week 3: build one small tool with an AI API
Week 4: use it on real work and write up what changed

05Prove it

Show one result, not ten certificates

A short write up of a real problem you solved with AI is stronger proof than a list of courses. Keep it to one page.

Before: what was slow or error prone
Built: what you made and which tools you used
After: what changed, with numbers if you have them

Join a free live masterclass Explore AI and ML courses

Masterclasses are free and live, with replays. Courses add structured lessons and projects you can show.

Playbook 5 · Interviews

Answer interview questions like a hire

How interviewers score you, a structure for behavioural and technical answers, and what to ask when it is your turn.

ForFreshersProfessionalsStudents

01 / 05Interviews

01What they score

Interviewers fill in a scorecard

Structured interviews rate a few fixed areas. Knowing them tells you what every answer needs to show.

Problem solving: how you break down something new
Fundamentals: the core concepts of your role
Communication: clear, structured and honest about gaps
Ownership: what you did, not only what the team did

02Behavioural

Use STAR and spend most of it on the action

Situation, Task, Action, Result. Keep the setup short and make the action specific to you.

Situation and task: one or two sentences
Action: the steps you took and why, said with I, not we
Result: what changed, with a number if you have one
Aim for about two minutes per answer

03Technical

Think out loud in a fixed order

Interviewers want to follow your reasoning, not only see the final code. A fixed order keeps you calm under pressure.

Clarify the problem and confirm the inputs and outputs
Work through a small example by hand
State a simple solution first, then improve it
Write the code, then test it with edge cases

04Your turn

Ask questions that show you think ahead

The questions you ask are part of the interview. Ask about the work, not only the perks.

What would I work on in my first three months?
How does the team review code or work?
What separates good from great in this role?

05Practise

Rehearse with feedback before the real one

Answers improve fastest when someone points out what is missing. Practise out loud, then check where you stand.

Rehearse your answers with the AI Mentor
Check your hire readiness before you apply
Talk to a counsellor about the roles that fit you

Practise with the AI Mentor Book a free career call

The AI Mentor is free to start. The Career Toolkit upgrades the AI Mentor, roadmap review and hire readiness.

How it works

Start free. Pay only when it helps.

Three steps, in this order. Most students begin with the test and decide the rest from their score.

1Step 1 · Free
Take the aptitude test
15 questions in 15 minutes, no login. You see your score, your accuracy and time in each section, and every answer with its working.
Where are you now?
Take the free aptitude test
2Step 2 · ₹499
Unlock the Career Toolkit
Every AI tool on the platform, for 90 days. One payment, nothing renews.
- Resume analysis: Unlimited
- Resume-to-roadmap plan
- AI Mentor: Standard
- Roadmap review: Advanced
See pricing
3Step 3 · Free
Talk to a counsellor
A free call about your result and your goal. You hear honestly which route fits: more practice, the Toolkit, or a programme.
- Go through your score report together
- A programme’s fee, seat deposit and EMI are shared on this call
- Ask anything before you decide