Tutorials, deep dives & real-world stories from India's engineers
Hello Engineers
Priyanshu Mishra
VIVEK KUMAR OJHA
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.
Explore HelloEngineers, a community where engineering students learn beyond the classroom through projects, networking, and internships.
The "solid-state" EVs on sale in 2026 are actually semi-solid. Here's what has genuinely shipped, what is still a lab claim, and 6 EV projects you can build from free public datasets.
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
DRDO doesn't run one recruitment process, it runs three: RAC for Scientists, CEPTAM for technical staff, and individual labs for fellowships. Here's which route opens on your qualification.
ISRO has notified 175 Scientist/Engineer 'SC' posts across Electronics, Mechanical and Computer Science. No GATE required, last date 16 September 2026. Eligibility, exam pattern and a full apply check
Generative AI produces content when you prompt it, while agentic AI pursues a goal by planning, calling tools, and acting across multiple steps without a prompt for each one.
Python is worth learning for CSE students and is the right first language for most, but Python alone no longer differentiates an Indian fresher resume because nearly everyone has it.
Java is worth learning in 2026 if you are targeting backend, enterprise, or Android maintenance roles, and especially if you are placing through Indian IT service companies.
Learn recursion with simple examples in C++, Java, and Python, including call stacks, complexity, trees, backtracking, and interview tips.
Discover the latest fresher software engineer salary in India for 2026 with company-wise salary comparisons, CTC vs in-hand salary, and top fresher packages.
GitHub, Stack Overflow, Reddit, Discord, and HelloEngineers Dev Community compared for Indian students — benefits, how to join, and best practices.
Prepare for SQL interviews with 100 SQL interview questions and answers covering joins, CTEs, window functions, optimization, and more.
Looking for engineering fresher jobs? Compare the top 10 job platforms, including LinkedIn, Naukri, Indeed, Foundit, and more, with expert career tips.
Hackathons help engineering students build real-world projects, improve coding skills, gain practical experience, connect with industry experts, and boost placement opportunities in 2026
Discover how body language in interviews influences first impressions, confidence, and communication. Learn practical tips to improve your interview performance and increase your chances of getting hi
50 must-know Java interview questions and answers for freshers and experienced developers — covering OOP, collections, multithreading, Java 8, and more.
Start your Python journey with this complete Python Roadmap for Beginners in 2026. Learn Python step by step, build projects, explore frameworks, and prepare for a successful developer career.
Discover the best websites for engineering students in India to learn coding, find internships, build projects, prepare for interviews, and grow your career.
