Free library · no email required
Guides & roadmaps
Everything I’ve written down, in one place. Written for Pakistani students, in plain language, with real numbers where I have them.
64 guides, all free
- How I'd become an AI engineer in 2027 (all free)The 5-stage, 12-month roadmap from my YouTube video: backend first, AI on top, one project and one checkpoint per stage, every resource free.
- The best laptop for a CS student in Pakistan (what actually matters)Three specs decide everything, the rest is marketing. How to choose by budget without wasting money.
- Break into cybersecurity in Pakistan: 5 free ways to actually startHands-on, free, and beginner-friendly. Where to start, plus the entry role to target first.
- CM Punjab IT Internship: Rs 50,000/month, who's eligible, and how to applyA real, government-paid internship for fresh IT grads in Punjab. Eligibility, the selection steps, and the apply link.
- Online earning in Pakistan: what's real vs 5 signs it's a scamIf they want a fee to start, run. The 5 scam signals, and 3 real ways tech students actually earn online.
- What to do in each year of CS so you graduate hireableOne clear move per year. Do these and you walk out job-ready instead of starting from zero after your degree.
- BS CS vs SE vs AI vs IT: how to choose (and should you switch?)The three questions to ask before you pick or switch a tech degree, and why the name matters less than you think.
- FYP ideas that get you hired (and 3 that don't)What separates an FYP that lands you interviews from one that's forgotten, plus ideas that double as a portfolio.
- Is web dev dead in Pakistan? The honest answerWeb dev isn't dead, it shifted. Here's what the job market actually wants now.
- Where AI/ML interns actually get hired in Pakistan (and how to find them)The companies that take AI/ML interns, where the roles are posted, and the one thing that gets you in.
- The best free AI agent courses on YouTubeThe creators who actually teach you to build and ship AI agents — all free, with links.
- OpenDot: run a free, open-source OpenAI Dots alternative (setup + sub-agents)Self-host your own always-on AI agents with their own computer — set it up locally and create specialist sub-agents.
- Automate your job search with Claude + FirecrawlConnect Firecrawl to Claude once, then turn a week of job hunting into a single prompt.
- The free Harvard-founded leadership program for students (Aspire)What the Aspire Leaders Program gives you, who's eligible, and how to apply before the deadline.
- Top game studios in Pakistan (and how to get in)The studios building games in Pakistan, and the one thing that actually gets you hired.
- Turn your resume into a portfolio website with ClaudeGive Claude your resume and one prompt, get a real portfolio site, and host it free.
- 6 remote tech roles hiring Pakistanis (and exactly where to find them)Named roles, named platforms, real dollar rates — not just 'be a developer'.
- Use Claude to run your job search (the CV prompts + the full repo)The exact prompts from the video to tailor your CV and push its ATS score past 90 — plus a free repo that automates the whole job search.
- Pakistani companies hiring fresh-grad trainees (and how to get in)The graduate and trainee programs worth applying to, when they open, and what actually gets you in.
- 100 AI Engineer interview questions worth preparingThe full question bank, by category — from Python and stats to LLMs, RAG, and agents.
- Applying everywhere, hearing nothing? 5 reasons — and the fixIt's rarely bad luck. Here's what's actually broken, and how to fix each one.
- Average student, no projects, final year? Do these 5 things before you graduateYou spent 4 years just passing courses. You still have time — here's the catch-up plan.
- How to land a paid internship in Pakistan (even with zero experience)Where the internships are, when to apply, and what actually gets you in.
- Free AI tools that replace the ones you're paying forSwap each paid subscription for a free tool that does the same job, and know exactly where the free one loses.
- Didn't get into FAST or NUST? How to judge (and beat) any CS degree5 checks that actually predict a job — plus how to beat a weaker degree.
- How to actually get an AI/automation job in PakistanWhere the roles are, the skills that get you hired, and the first project to build.
- Remote skills that pay double: AI/ML vs plain dev (in dollars)Same experience, very different pay — the skills that pay double remotely.
- The DSA method to crack big-tech offers (topics, approach, resources)What to focus on, how to approach a problem, and the free resources that work.
- Will the AI bubble save your job? The honest plan either wayBubble or not, the junior door is narrowing. Here's what to actually do.
- 5 YouTube channels to become a successful freelancer in PakistanFive free channels that actually teach freelancing for the Pakistani market.
- Your LinkedIn as a fresher: the profile recruiters actually openPhoto, headline, sections and the audience moves that get you found and messaged.
- Free roadmaps: CS, Software Engineering, Data Science & AI/MLThe exact free roadmap to follow for each path — pick one and go deep.
- 4 AI/ML projects to build with zero experience (to get hired)Concrete projects + the free stack for each.
- AI didn't take your job — the fundamentals-first plan that survivesThe honest version, plus the skills that stay valuable.
- Astra vs Fable 5.1: which to use, and the skills that stay safeOne's a cheaper coder, one's an autonomous agent. What it means for you.
- Big software house or small startup? A checklist for your first jobDecide which fits YOUR situation, not the hype.
- CS vs SE vs Data Science vs AI/ML — which survives the AI layoffsAn honest field-by-field breakdown for Pakistani students.
- Don't learn 5 languages badly — learn 1 properlyPick by goal, get one job-ready, then expand.
- Entry-level dev jobs are shrinking — the roles still hiringAI is cutting generic junior work. Here's where it isn't, and how to get in.
- Every way a Pakistani student can earn in dollarsThe full dollar-income map — companies, platforms, skills.
- Fix your resume with Claude in 3 prompts (audit → rewrite → match)Copy-paste prompts that score your resume, rewrite it in Google's XYZ format, then find the jobs it matches.
- The free courses that actually teach you to code (no bootcamp)Harvard CS50, Python, Git, and prompt engineering — the whole free stack, in order.
- Freelancing vs a job in your first yearThe honest tradeoff, and where to start each.
- Google Flow: AI filmmaking, explained for creatorsWhat it actually does beyond single clips, and the prompt formula that gets usable shots.
- Kimi K3: near-free frontier coding vs paid subscriptionsChina's open model that tops frontend coding at a fraction of the price.
- Learn AI for free with Claude Academy (official, with certificates)Anthropic's free courses — quizzes, projects, shareable certificates.
- Make a resume that gets hired — free, with Claude + OverleafThe exact prompt + a clean LaTeX flow, no paid builder.
- Nemotron-3 Ultra and OpenCode Zen: frontier coding without the subscriptionNVIDIA's open 550B model, the benchmarks worth caring about, and how to actually run it without paying per token.
- Pakistan IT: the 4 skills actually hiring as AI cuts juniorsExports at a record, junior roles being cut. Where demand is going.
- Pakistani dev salaries by level: junior, mid, senior (in rupees)Where you sit, and the one thing that jumps you a band.
- Remote-first companies that hire Pakistani devs (and pay in dollars)Named companies + platforms that place you, all free.
- Remote job boards for Pakistanis, ranked: good → better → bestOnly the free, Pakistan-usable ones. Two to skip.
- Software houses that take 6th-semester interns (and how to get in)When to apply, where, and what actually gets you the offer.
- The 5 highest-paying tech skills in PakistanThe skills that pay most in Pakistan, ranked, with a free way to start each.
- The free AI tools + subscriptions every Pakistani student can claimReal free stuff, as a list — Gemini for students, GitHub Pack, and more.
- The job board Pakistani students ignore: YC's Work at a StartupFree profile, founders message you, remote + dollar pay.
- The LinkedIn habit that gets students mentors and referralsMessage people already where you want to be — ask for advice, not a job.
- The same skill, 4x the money: how remote pay beats localWhy remote is a different door, and what your profile needs.
- Turn Claude Code into your personal operating systemFive slash commands that run your day: morning brief, weekly metrics, journal, brain dump, newsletter.
- Two Claude prompts that save a long chat before it breaksHow to carry context into a fresh window, and shrink a huge document before pasting it.
- Under-rated dollar-paying skills (no coding) + where to sell themEarn in dollars without coding, and the platforms that accept Pakistan.
- What they actually ask in a fresher interview in PakistanThe real question bank — coding, OOP, DSA, databases, SE, OS, and the HR round.
- Where to practise coding, and what to build when you're stuck for ideasCompany-wise LeetCode lists and an open project-idea bank — both free.
- Why recruiters ghost you — and the moves that get the callbackIt's the system, not you. Here's how to play it.
Nothing here yet for that. Tell me what you’re stuck on and I’ll write it.