Arnab Biswas teaches full-stack JavaScript — React, Node, Express and MongoDB — at DevHives in Kolkata, a coding school operated by Learnzo Technologies. He works with beginners making their first move into software, and writes the posts on this blog. Questions about something you read here? Email arnab00725@gmail.com.
94 articles
A repo becomes a portfolio piece when a stranger can clone it and run it in five minutes. That takes four files: your code, a README.md with install and run steps, a .gitignore that keeps junk out, and a LICENSE.
React doesn't talk to your API; the browser does. Build an Express server, fetch data in React, fix the CORS error with one line of middleware, and keep data in a free MongoDB Atlas M0 cluster.
Next.js is built on top of React, so it assumes you already know components, props, and state. Learn React's basics first, then build your first real project in Next.js.
Landing a frontend developer job in India takes more than HTML and a little JavaScript. This 10-week roadmap walks you through HTML, CSS, JavaScript, React, TypeScript, and Next.js, with a project and salary payoff for each step.
ML theory questions are now part of normal fresher hiring at Indian IT service companies. Prepare ten core questions with a three-part answer pattern, not ninety shallow ones.
Codex Cloud builds and runs your app on OpenAI's computers, so you need no server or Docker. Here is how to ship a portfolio project in one evening, even from your phone.
Claude Pro costs about ₹2,000 a month in India when billed annually, with GST included. The US price of $20 has no tax built in, so India's real premium is only about 5%, not the 24% the sticker numbers suggest.
Search "forward deployed engineer" tonight and you will see OpenAI postings, none in India. The work exists in Indian cities under the title Applied AI Engineer, and the skills are trainable now. Here is what the role does, what it pays, and how a fresher builds toward it.
OpenAI's Decisions API is now generally available as of October 22, 2026. It returns typed answers like probabilities, choices, and scores instead of written text, at a fraction of the cost.
Your degree name matters less than your employer type. Start with HTML, CSS, and JavaScript in year one, follow roadmap.sh in order, and target a GCC or product company for a higher fresher salary.
A fresher machine learning engineer in India usually earns about ₹5.5–9 LPA at IT services companies and ₹6–12 LPA at product companies. Company type, city, and a project you can defend in an interview decide the exact number.
Grok has a free tier, but xAI publishes no exact daily limits. Paid plans now start under The X Subscription, with Premium at ₹3,399 in India. Here's how to test if free is enough for your work.
Accenture's 2026 Custom Software Engineer hiring has three steps: an online assessment, a 45-60 minute technical interview, and an HR round. For the SAP ABAP role, the technical panel tests internal tables, SELECT statements, enhancements and S/4HANA basics.
Google Cloud announced OpenAI's GPT-6 Astra, Sol, and Luna are coming to Model Garden. Access is limited to select enterprise customers in private preview, with no public pricing yet. Here's what's real and what's still coming soon.
Anthropic's Claude Duet is the first proactive AI agent, working in the background and asking before it acts. We break down who can access it, what it costs, and how its approval gates work.
GitHub Copilot Web works entirely in your browser with no credit card and no IDE. The Free plan gives you 2,000 code completions and 50 chat requests monthly, enough for explaining files, fixing bugs and delegating tasks.
No concept of search exists here. Gemini 4 Carbon is a leak, not a product. Google has not announced it. Build with Argon and judge Carbon when it launches.
As of October 2026, I checked Scaler, freeCodeCamp and Scrimba for what you really get for free. Scaler's course ends with a certificate you can share on LinkedIn, and freeCodeCamp's five projects do more for your resume than any certificate.
Interviewers for 5+ years of experience score depth, not syntax: window functions, index design, reading EXPLAIN and thinking in sets. The 30 questions below are grouped into six topics, each showing how to structure an answer that proves your experience.
The median Python fresher offer in India is ₹4.5 LPA in 2026, but the real range spans ₹3.5–12 LPA depending on city and company type. Learn what to ask for and how skills like SQL and a deployed project move your offer.
Wipro's 2026 fresher hiring has one 128-minute test and two routes. On campus, your coding score decides Velocity at 3.5-4.0 LPA or Turbo at about 7 LPA. Off campus, you apply directly and start as a Trainee at ₹3.0-4.0+ LPA.
OpenAI's GPT-6.1 Sol scored 97.9% on a COBOL migration test at high reasoning. That score is not a guarantee of correct real-world results, so here is what freshers need to verify before trusting translated code.
Clear Mphasis's AMCAT test, group discussion, technical round and HR round with the exact topics asked. Practice the C#, OOP, SQL, LINQ, and EF Core questions from this post. Read the 24-month bond terms before you sign and follow a 30-day prep plan to pass.
You will almost certainly not be hired as a machine learning engineer straight out of class 12, and that is normal. This guide shows the realistic route: a B.Tech, a first job in a production-data role, and the one skill that raises your pay before graduation.
A front-end fresher in Bangalore earns about ₹3.5 LPA at IT services firms and up to ₹22 LPA at product MNCs. This guide breaks down each company type and what the pay actually leaves after Bangalore's living costs.
Build a working AI agent for free using Python, Google's open-source ADK, and OpenRouter's free models. No credit card needed. You'll create a tool-using agent with memory in under 10 minutes, plus a hackathon-ready project idea.
OpenAI removed canvas from GPT-5.5 models on May 28, 2026. Writing blocks and code blocks inside the chat thread have replaced it. Here's the exact workflow to edit code today.
Google added a guided flow to Gemini Notebook for creating slide decks and video overviews from your sources. You confirm topics, steer content, review outline notes, and only then render, all on the free plan.
You can become a data analyst after 12th Commerce without a master's degree or advanced math. With 4-6 months of focused work and the right tools, you can be job-ready for entry-level roles paying ₹3-6 LPA.
Data engineer freshers in India earn ₹4–8 LPA at IT-services firms and ₹8–15 LPA at product/GCC companies. Your skills matter more than your city. Here's what actually moves an offer to the top of the band.
AI engineer work in 2026 means applying pre-trained models, not building new ones. This 10-week, zero-cost roadmap covers the exact skills you need, from Python and ML basics to a demo-ready project that gets you interviews.
Wipro does not publish an official NLTH pattern, so here is the most commonly reported structure: Aptitude (48 questions in 48 minutes), an NLP-scored essay, and Automata Coding (2 problems in 60 minutes). Plus a realistic 30-day prep plan that budgets real hours across all sections.
Infosys will hire 20,000 campus freshers this year. Here's the full 2026 process: the three channels, SE/SP/PP eligibility bars, exact test sections, interview questions, and background-check pitfalls that can pull your offer.
NVIDIA's RTX Spark laptops bring a Blackwell RTX GPU and Grace CPU into one chip, running 120B-parameter models locally. US pricing starts at $2,399, and the honest verdict is that this feels like a developer beta, not a student laptop.
Chrome and Edge now ship real AI features, but hardware requirements vary wildly. Here's exactly which browser AI features work on a budget or student laptop in 2026, and which silently won't.
Before you touch any code, ask: "What is this actually for?" This one question saves days of wasted work, as a fresher learned after five days of optimizing the wrong thing. Trace your task backwards with five whys, confirm the real goal with your lead, and start shipping work that actually counts.
DeepSeek's latest Flash update pushes coding scores from 31.2 to 42.3 on Terminal-Bench while cutting API costs to as low as $0.003 per million input tokens on cache hits. For Indian students, this is the cheapest way yet to practice coding and build agentic projects.
NVIDIA open-sourced Nemotron 3.5 Super VL and Bolt. Bolt runs on a 24GB GPU, and the 4GB E4B variant targets edge devices. Learn the exact steps to run them locally and what this means for your projects.
Reflection Beam 1.0, a 501B open-weight coding model, scores 81.6% on SWE-Bench Verified, and a small coding request costs less than one rupee. Here is how students can use it today through OpenRouter, without a GPU.
Google added video overviews, interactive learning overviews, and three new quiz formats to Gemini Notebook. Learn how Indian students can use them for revision and claim one year of Google AI Plus free.
Global Capability Centres (GCCs) pay freshers Rs 6-12 LPA, nearly double what IT services offers. With 2,117 GCCs in India hiring 200,000 net new roles, here's how to get in through campus programs and build the AI skills that get you hired.
IBM's Associate System Engineer off-campus drive is open for 2024 and 2025 CS/IT graduates with a confirmed October 14 test date. Here's the eligibility filter, the four-round process, and the real salary estimate of ₹4.5–6.5 LPA.
Standalone prompt engineer roles dropped by about 30% between 2024 and 2026, while roles requiring prompt skills tripled. Here's why freshers should build software engineering fundamentals first and layer prompt skills on top, not chase a shrinking title.
Zoho's Sridhar Vembu's 'please pray for us' comment signals AI is reshaping software jobs, not ending them. Freshers who build deep domain expertise and use AI as a tool will still find places, but the prep playbook must change now.
Meta released Muse Wonder, its first frontier reasoning model, on October 12, 2026. Here is what it can do for your projects, what it costs, and how to try it free in under five minutes.
The US suspended PERM filings for TCS, Infosys, Wipro and Microsoft, but the six big Indian firms filed under 2% of all PERM applications last year. For Indian freshers, the green-card path was never a near-term payoff — here is what the news actually changes.
An unpaid internship in India is worth it only when it is short-term, learning-focused, and linked to your studies. Learn the legal reality, red flags, and a 5-question test to decide before you say yes.
Google's top coding model, Gemini 4 Argon, launched today at #1 on the Vals Index. But Indian students can't access it for free, and the $2/$10 API price doubles on November 30. Learn the real costs and free alternatives like Flash-Lite and Claude Haiku 5.5.
The Indian fresher job market in 2026 is not one market. It is four separate markets with wildly different salaries, from 3.5 LPA at IT services to 12–30 LPA at product companies. Know which bucket you belong in before you prepare.
Most freshers fail take-home assignments not on code quality but on planning. Learn the plan-first method: clarify requirements, choose a familiar stack, sketch the design, and write tests before building.
Interviewers doubt fresher project claims for good reason. A live screen-share demo proves your work better than rehearsal. This post gives you a complete script: five files to open in order, what to point at, and the exact words to say.
Entry-level tech hiring fell from 28% to 15% of the workforce, but emerging-tech roles now carry 52% of demand. Here are the five lanes where freshers are actually wanted in 2026, and how to pick the right one for your skills and city.
The Indian IT job market is not shrinking. It is splitting in two. Bulk entry-level hiring is down 20-25%, yet fresher hiring grew 6% year on year. AI roles, GCCs, and tier-2 cities are the growing side. Here's a 12-week plan for the side that is hiring.
The Present-Past-Future formula turns "Tell me about yourself" from a scary opener into your strongest minute. You get 30 seconds on who you are, 60 seconds on one proof from your past, and 30 seconds on your future with the company.
Your offer letter is a legal contract, not a formality. Three clauses can affect you more than the salary figure: the employment bond, the probation period, and the notice period. Read these three first, in that order, before you celebrate the CTC.
Build an off-campus job-search routine: find drives, plan applications, practise aptitude questions and prepare for interviews. This six-step guide explains the process for Indian freshers.
Write a six-sentence cover note with your role, relevant skills and one project you can explain. This guide adapts the template for Indian job applications and distinguishes overseas study results from practical advice.
Recruiters spend about 60 seconds on your GitHub before making a decision. This weekend guide walks you through fixing your profile photo, bio, pinned repos, commit messages, and READMEs so your profile becomes the tie-breaker that gets you the interview call.
Plan for 160–200 applications and 4 months to land your first developer job in India. Here are the real numbers and how to raise your conversion rate.
Most freshers don't fail the Indian interview process because the coding was hard. They fail a round they didn't know existed. Here are the 7 rounds, what each one filters for, and where to spend your prep time.
Freshers spend months grinding LeetCode, then get cut in a 30-minute screening call they never prepared for. Here's exactly what happens in that call at Indian companies and how to get past it with a scripted walkthrough.
You have a service company offer in hand and everyone says "aim higher." The honest move is to take it, use it as a 1-2 year launchpad, and switch to a product firm for a 2-4x salary jump.
Describe your project with the STAR method: Situation, Task, Action, Result. Spend most of your time on Action, showing what YOU did with quantified results. This article gives you a full worked example and a 30-second version for quick rounds.
The HR round at an Indian product company is a behavioral interview, not a formality. Learn the questions, STAR answers, and salary tactics that get freshers the offer.
Most freshers accept their first offer in 30 seconds out of fear. The data says that fear is mostly wrong: roughly 78% of new hires who negotiated got a better offer. Learn the exact timing, email template, and phone scripts to negotiate safely.
A referral is trust you earn over three weeks, not a favour you beg for in one message. Here is the exact connect, engage, ask sequence with copy-paste messages — and why referrals fill 30–50% of hires.
SQL powers every social media feed, online store, and banking app you use. Yet most beginners skip it because courses bury the basics under theory. Here are the five commands that handle 90% of real database work, explained without the jargon.
Practice coding for 1 to 2 focused hours most days, split into two 45-minute blocks. Short daily sessions beat marathon weekends because your brain needs time between sessions to move learning into long-term memory.
AI can help you learn to code, but only if you treat it like a tutor, not a vending machine. A four-week experiment with my students showed a clear winner.
You can put a working web app online today without spending a rupee. This guide walks you through the exact flow: Vercel for the frontend, Render for the backend, and the free-tier limits that bite students.
Last semester a student told me he had sent 60 applications and heard nothing back. His skill was fine — his strategy was wrong. Here is how to fix it.
Reading an error message feels like freezing, not solving. This 5-step plan walks you through reading errors, using console.log and breakpoints, explaining your code aloud, and fixing one change at a time. Stay calm and debug like a pro.
The 21-day rule is a myth. Research shows habits take a median of about 66 days to form, and coding is a complex skill. Here is a cue-based plan with immediate rewards that actually works.
Python's adoption jumped 7 points on Stack Overflow's 2025 survey, but JavaScript still lands more entry-level web jobs in India. Pick based on your target role — data/AI means Python, web development means JavaScript — not on trending charts.
An honest 2026 breakdown of software developer salary in India: real ranges by experience and city, CTC vs in-hand, the service vs product gap, and how to raise your pay.
You forget what you learn to code because of the forgetting curve, not because you are bad at it. Here is the active-recall and spaced-repetition system I teach students to make code stick.
No, you are not too old to learn to code. I teach career-switchers at 30, 35, and 40 in India. Here is the honest 2026 answer: what gets harder, what gets easier, and how to start without wasting a year.
A plain-English, hands-on Git and GitHub guide for absolute beginners. Build the mental model first, then run the real commands from your first commit to your first pull request.
A fresher map for coding interview preparation in India: the rounds at TCS, Infosys, and product companies, the ~10 DSA patterns that matter, and a realistic weeks-not-months prep plan.
Do you need DSA to get a developer job in India? The honest answer is “it depends” — and here is exactly when DSA matters, when projects win, and how much is enough.
Frontend vs backend vs full stack, explained in plain words. A 3-question test to pick your first path, India fresher salary ranges, and why full-stack is a destination, not a starting point.
A free, week-by-week plan to learn Python in 90 days at about 1 to 1.5 hours a day. Honest time math, a 12-week calendar, and a project from Week 7.
Coding burnout hits self-taught learners hard because there is no boss to blame. Here are the early signs, an honest recovery plan, and how to rest without guilt.
Build a full stack to-do app with React, Node, Express and MongoDB. We cover CRUD routes, the CORS error, free deploy, and a README for your portfolio.
A junior developer resume with no experience still gets interviews if it leads with projects, passes the ATS, and drops India biodata habits. Here is exactly how.
Stuck watching coding tutorials but can’t build anything alone? Here is a 60-minute plan to escape tutorial hell and ship your own first project.
Even senior developers feel like frauds. Here is why impostor syndrome in tech hits hardest, how AI makes it worse, and a few honest ways to quiet it.
You have projects, but recruiters stay silent. Here is why your portfolio projects don’t get you hired, and a clear fix for each problem.
Your first 90 days as a software developer are judged on reliability and attitude, not raw skill. Here is what nobody tells you, with scripts for asking for help and surviving probation.
A plain, step-by-step roadmap to learn coding in 2026: what to learn first, which path to pick, how to use AI, and how to build projects that get you hired.
What an agent harness is, how agentic coding differs from autocomplete, and why I reach for Claude Code over Cursor, Copilot, Aider, and Codex CLI.
Entry-level developer job postings dropped about 20 percent in 2026. Here is the honest picture, plus the three things hiring managers now check first.
Scared AI makes learning to code pointless? Here’s my honest answer: yes, it’s still worth it, but what you learn and how you learn it has to change.
Most students finish a programming book and remember almost nothing. Here is the slow, opinionated method I teach at DevHives, with specific examples.