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Explore Build a Full-Stack AI Resume Checker App | MERN (ATS Score, AI Rewrites & Version History) with 19,381 views, 473 likes, and 14 comments. Experience the impact of this video content that has captured audience attention.

In this video, we'll build a Full-Stack AI Resume Checker App using the MERN (MongoDB, Express, React, Node.js) stack, styled with Tailwind CSS + shadcn/ui, and powered by Google Gemini AI. Upload your resume as a PDF, get an instant ATS-readiness score with a detailed breakdown, see prioritized issues and standout strengths, and let AI rewrite your weak bullet points — then track every improvement with full version history and a side-by-side diff. Get Source Code: https://buymeacoffee.com/timetoprogram/e/547414 🔥 Complete Web Developer Bundle Includes 100+ React Components, 20 Full Stack Projects, 5 Cheat Sheets & 500+ Interview Q&As 👉 Get it here: https://buymeacoffee.com/timetoprogram/e/474148 👉 Get Frontend UI Boilerplate code: https://github.com/time-to-program/ai-resume-checker-ui-boilerplate-code.git Functionalities Implemented: 1. User Authentication – Secure register & login with JWT in httpOnly cookies and bcrypt password hashing 2. Resume Upload – PDF upload with multer (memory storage), 5MB limit, and PDF-only validation 3. PDF Text Extraction – Pulls clean text from resumes with pdf-parse, with scanned/image-only PDF detection 4. AI Structured Parsing – Google Gemini turns raw resume text into clean JSON sections (basics, experience, education, skills, projects, certifications) using structured output + Zod validation 5. ATS Scoring – AI scores the resume 0–100 with a breakdown across keywords, formatting, impact, and clarity 6. AI Issues & Strengths – 5 prioritized issues with severity and fixes, plus 5 evidence-based strengths 7. AI Bullet Rewrites – 5–10 weak bullets rewritten to be stronger, quantified, and ATS-friendly, each with a rationale 8. Keyword Analysis – Detects keywords present and notable keywords missing for the target role 9. Version History – Every upload and rewrite saved as an immutable version (V1, V2, V3…) with full history 10. Apply Rewrites → New Version – One click applies selected (or all) AI rewrites and creates a fresh version 11. Version Diff – Word-level and line-level diff to compare any two versions side by side 12. Dashboard – Totals, latest resume, score evolution chart, version stack, KPI cards with sparklines, and an activity feed 13. Insights Page – Average & best scores, score trend, top recurring issues, top missing/present keywords, and per-resume performance 14. Versions & History Pages – Flat version list with filters, plus a chronological event feed of the whole account 15. Rate Limiting & Validation – Per-user AI rate limits and Zod request validation across every route 16. Light & Dark Mode – Soft-minimal responsive UI with theme persistence 00:00 Demo of AI Resume Checker App Frontend Setup 15:17 Cloning the UI Boilerplate from GitHub 16:10 Touring the Project Structure (Components, Pages, Context, API layer) 19:08 Running the App with Mock Data Backend Development 21:50 Backend Setup & Project Structure 26:54 Connecting to MongoDB Atlas & Environment Variables 35:10 Building Authentication APIs (Register, Login, Logout, Get Me, Profile, Password) 45:19 Resume Upload & Parsing (Multer, pdf-parse, Gemini Structured Parser, V1 creation) 59:37 AI Analysis with Google Gemini (ATS Score, Issues, Strengths, Rewrites, Keywords) 01:08:25 Rewrites & Diff (Apply rewrites → new version, word/line diff) 01:15:55 Aggregate APIs (Dashboard, Insights, Versions, History) Frontend Integration 01:23:26 Replacing Mock API with Real Axios Client 01:26:53 End-to-End Testing All Features Also, check out: Full-Stack AI Expense Tracker App https://youtu.be/VZbT4I_98_k Build a Full-Stack AI-Powered Habit Tracker App https://youtu.be/PO-UZsQnkNU Build a Full-Stack AI Recipe Generator App https://youtu.be/5rOvJ9mdUVk #mernstack #resumechecker #reactjs #nodejs #aiproject #googlegemini #atsresume Follow us on: Instagram: https://www.instagram.com/timetoprogram/ For more updates, subscribe to your channel: https://www.youtube.com/channel/UCy6osK_bBJgvfeu8R1GGucw Please like, share, and subscribe for more videos like this. Thank You.

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