Tutorials, deep dives & real-world stories from India's engineers
Hello Engineers
Priyanshu Mishra
VIVEK KUMAR OJHA6 articles tagged #ai-tools
AI has not replaced engineers in India. It has split fresher hiring into two salary tracks. FY27 hiring numbers, what recruiters now screen for, and a 30-day checklist to land on the right side.
The model never picks the next word. It outputs a probability for every token in its vocabulary, and a sampler chooses. That one distinction clears up most confusion about LLMs.
AI doesn't give wrong answers because of bad training data. It does it with perfect data too — because benchmarks reward guessing over saying "I don't know". The research, plus a fact-check checklist.
Most tool lists rank whoever paid for the spot. This one maps tools to the stage you're actually stuck on, shows what's already free with a college email, and covers the part nobody mentions — how to
Explore 50+ final year project ideas with source code across AI, IoT, web development, and cybersecurity — perfect for CSE and IT students in 2026.
AI didn't kill junior developer jobs; it changed what companies expect from entry-level engineers. Learn the AI, coding, debugging, and problem-solving skills you need to stand out and get hired
