Day 16 — DevOps Engineer Roadmap 2026: From Zero to Job-Ready in India
Complete DevOps roadmap for Indian freshers. 7 phases, real tools, honest salary data, certifications that actually matter, and projects that get you hired.
Day 17 — Cloud Engineer Roadmap: 15 Steps to Get Hired in 2026
Complete Cloud Engineer roadmap for Indian freshers. AWS vs Azure vs GCP, which certification first, honest salary data, real projects, and what companies actually hire for.
Day 18 — AI/ML Engineer Roadmap: What Indian Freshers Actually Get Hired For
Honest AI/ML Engineer roadmap for Indian freshers. What math you actually need, what you can skip, realistic entry-level roles, salary data, and the fastest path to your first job.
Day 19 — How LLMs Work: GPT vs Claude vs Groq vs DeepSeek Explained
How large language models actually work explained simply. Plus an honest comparison of GPT-4o, Claude, Groq, DeepSeek — when to use each, pricing, and which to build with.
Day 20 — Build a Streaming Chat App with Groq API
Build and deploy a real AI chat application in 2 hours using Groq's free API. Streaming responses, conversation memory, deployed on Vercel. Complete working project.
Day 1 — The Truth About AI and Campus Hiring in India 2025
What TCS, Infosys, Wipro and top product companies actually said about AI replacing freshers. The honest picture — not the scary headlines.
Day 10 — What MCP Is: Build a Claude Tool That Reads Your GitHub
Model Context Protocol explained clearly. Build a real MCP server that lets Claude read your GitHub, explain your projects, and generate interview answers about your code.
Day 11 — What MCP Is: Build a Claude Tool That Reads Your GitHub
Model Context Protocol explained clearly. Build a real MCP server that lets Claude read your GitHub, explain your projects, and generate interview answers about your code.
Day 12 — Fine-Tuning vs Prompting: When to Train a Model vs Write a Better Prompt
Most engineers waste money fine-tuning when a better prompt does the same job for free. Learn exactly when each approach is right — with real examples.
Day 13 — 5 AI Tools Every Fresher Must Know in 2025
Cursor, Claude, Perplexity, v0, n8n. What each one does, why it matters for your career, and exactly how to use it. Not theory — actual workflows.
Day 14 — Which IT Roles Are Safe from AI, Which Are at Risk
Honest 5-year outlook for DevOps, data analyst, backend, frontend, QA, and more. Based on what is actually happening in the job market — not speculation.
Day 15 — Your 30-Day Placement Action Plan + Course Completion
Combining all 14 days into a concrete daily routine. Week-by-week breakdown from today to placement-ready. Plus your completion certificate.
Day 2 — 5 Skills AI Genuinely Cannot Replace
What actually makes you irreplaceable in the AI era. Not vague soft skills — specific, demonstrable abilities that companies pay more for now.
Day 3 — How to Use AI to Prepare 10x Faster (Without Becoming Dependent)
Exact prompts for using ChatGPT, Claude and Perplexity in your placement prep. What works, what counts as cheating, and how to stay sharp when AI is removed.
Day 4 — Your Portfolio in the AI Era
Why a working portfolio beats any AI-generated resume. What recruiters actually look at in 2025. Exactly what to build and what to skip.
Day 5 — DSA When Everyone Uses Copilot
What interviewers actually test now that AI can solve LeetCode. How to prepare for DSA when the interviewer knows you have access to AI tools.
Day 6 — HR Round Survival: AI Cannot Fake Your Stories
The STAR method explained with real examples. Why generic HR answers get you rejected and how to prepare answers that no AI could generate for you.
Day 7 — How to Stand Out When Everyone Has the Same AI Tools
The human edge in technical interviews. What the top 10% of candidates do differently — none of it requires rare talent.
Day 8 — How RAG Works: Build a Document Q&A Bot
Complete step-by-step guide. Every file, every command, every error explained. Build a working RAG system from scratch.
Day 8 — Vibe Coding: Build and Host a Real Website Today Using AI
No traditional coding knowledge needed. Use Cursor, Claude, and v0 to build a working website, then host it free on Vercel. A working URL to put on your resume by end of day.
Day 9 — How AI Agents Work: Build a Job Search Agent
AI agents explained from scratch. Complete setup with tools.py, agent.py, run.py. Break It experiments that teach you more than any explanation. Full working code.
Free ATS Resume Checker India — Score Your Resume Before You Apply (2026)
Check your resume's ATS score for free. Find out why your resume gets rejected and how to fix it. Built for Indian students and job seekers.
Free Portfolio Website for Engineering Students in India (2026)
Build a free professional portfolio website from your resume in 60 seconds. No coding needed. Perfect for B.Tech, BE, and engineering students in India.
Resume to Portfolio Converter India — Build a Portfolio from Your Resume in 60 Seconds
Convert your resume PDF or DOCX into a professional portfolio website instantly. The best resume to portfolio converter for students and professionals in India.