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Guides & roadmaps
Everything I’ve written down, in one place. Written for Pakistani students, in plain language, with real numbers where I have them.
36 guides, all free
- 4 AI/ML projects to build with zero experience (to get hired)Concrete projects + the free stack for each.
- 5 YouTube channels to become a successful freelancer in PakistanFree channels that actually teach freelancing.
- 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.
- Didn't get into FAST or NUST? How to judge (and beat) any CS degreeYour university isn't your ceiling. Your work is.
- 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.
- How I'd become an AI engineer before 2027 (all free)A 3-step roadmap with every free resource.
- 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.
- Your LinkedIn as a fresher: the profile recruiters actually openA fill-in-the-blanks checklist + the headline formula.
Nothing here yet for that. Tell me what you’re stuck on and I’ll write it.