The PakLyo Blog
Practical, research-backed guides on money, careers, freelancing, education and everyday life, written for Pakistan.
The Salary Trap: Why Pakistanis Stay at the Same Income Level for Years
Pakistan's average raise looks good on paper, but inflation, loyalty penalties, and low starting negotiations keep real income flat. Here are the six forces behind the salary trap and what actually breaks the cycle.
Python for Data Science: Where to Start in 2026
The problem is not too few resources, it is too many. Here is exactly what to learn, in what order, with a four stage roadmap, realistic timelines, and the free tools that actually get you job ready.
Data Science vs Software Engineering: Which Should You Choose After Graduation?
A realistic comparison for Pakistani CS graduates in 2026: day to day work, verified salary ranges at every level, job market demand, how hard each skill set is to build, and a clear decision framework.
How to Build a Data Science Portfolio With Free Datasets in 2026
Recruiters hire proof, not certificates. Here are the best free dataset sources in 2026 and 12 specific projects, beginner to advanced, to build a data science portfolio that gets you hired in Pakistan.
What Is Prompt Engineering and Can You Get Paid for It in Pakistan?
Prompt engineering job listings are showing up from Karachi to Lahore, and Pakistani freelancers are charging premium rates on Upwork. Here is the honest picture: what prompt engineering really is, what it pays in Pakistan, who is hiring, and how to learn it for free.
Is Your Job Safe From AI? What Every Fresh Graduate Needs to Know
The honest answer on AI and your career. Which roles face the highest displacement risk, which are most protected, what it means for Pakistan, and what fresh graduates should do in the next 12 months.
GitHub Copilot for Beginners: How to Set It Up and Actually Use It in 2026
A complete beginner's guide to GitHub Copilot in 2026: free vs paid plans, how Pakistani students get it free, VS Code setup, the five most useful workflows, and the mistakes to avoid.
AI Agent Explained: What It Is and How to Build One in 2026
An AI agent does not just answer questions. It plans, uses tools, observes results, and keeps going until the job is done. Here is what AI agents are, how they work, and a step-by-step guide to building your first one in Python.