Practical guides for builders who are serious about AI
No hype, no 30-day challenge content. Just useful writing on AI engineering, full-stack development, the Indian tech job market, and what it actually takes to get hired.
MERN Developer to AI Developer: The Skills Gap Nobody Talks About
Why most MERN developers are 80% ready for AI roles — and the exact 20% skill gap that's actually holding them back.
AI Engineer Salary in India 2026: What Companies Are Actually Paying
Real salary ranges for AI/GenAI roles in India across experience levels, and what skills move you up each bracket.
Data Science vs GenAI Engineering: Which Path Should You Choose?
A practical comparison of data science and GenAI engineering career paths — skills, job market, and which fits you.
From College Project to Production: Why Most Student Portfolios Fail
Why typical college/BE/BCS projects don't impress recruiters, and what actually makes a portfolio project hireable.
I Don't Know Where to Start with AI — A Plain-Language Guide
A no-jargon guide to understanding AI if you're starting from zero — what it actually is, and your real first step.
RAG Explained Without the Jargon: What It Actually Does
Retrieval-Augmented Generation explained in plain terms — what problem it solves and why every AI developer needs it.
DevOps for Developers Who Never Touched a Server
A practical intro to DevOps for developers who've only ever worked locally — Docker, CI/CD, and deployment demystified.
What Hiring Managers in Pune Tech Companies Actually Look For
What Pune-based tech companies are actually screening for in junior developer hires, beyond the resume buzzwords.
Freelancing as a Developer in India: A Realistic Starting Guide
A grounded, realistic guide to starting freelance development work in India — finding clients, pricing, delivery.
Bootcamp vs Full Program: How to Choose Your First Step
A clear framework for choosing between a short AI bootcamp and a full-length program, based on your actual goal.