DR4FT | AI Resume Optimizer

Live: proj-dr4ft.vercel.app

Your resume, graded. DR4FT runs resumes through ATS simulation and xAI Grok, returns per-section scores, missing keywords, and line-by-line rewrites. The whole product is dressed as a Blue Book exam booklet — cream ruled paper, red pen margin notes, PASS/FAIL grade stamps.

Quick Start

pip install -r requirements.txt

Create .env in the project root:

XAI_API_KEY=your_xai_api_key
XAI_MODEL=grok-4-fast-non-reasoning

cd backend && uvicorn main:app --reload --port 3200

cd frontend && npm install && npm run dev

Open http://localhost:2200.

What It Does

Analyzer — Upload a PDF or DOCX. Two modes: Standard (NLP scoring across ATS compatibility, keyword match, format, and section coverage) or AI (xAI Grok returns overall quality, strengths, weaknesses, ATS score, and skill gaps).

Builder — Guided form with five templates (Modern, Classic, Minimal, Technical, Executive). Generates a clean, ATS-parseable PDF.

Jobs — Multi-portal aggregation across LinkedIn, Indeed, Naukri, Foundit, FreshersWorld, TimesJobs, Instahyre. Auto-detects location. Returns direct search links plus market insights on trending skills, top locations, and salary ranges.

Landing — Scroll-driven Blue Book that physically flips open. Cover is deep blue with a stitched border; pages inside are cream ruled paper with red margin annotations.

Tech Stack

Layer	Tools
Frontend	Next.js 16, React 19, TypeScript, Tailwind CSS 4
Motion	Lenis smooth scroll + GSAP ScrollTrigger
Backend	Python, FastAPI, Pydantic
AI / NLP	xAI Grok (grok-4-fast-non-reasoning), NLTK, scikit-learn, spaCy
Parsing	pdfplumber, pypdf, python-docx, reportlab
Database	SQLite
Typography	Libre Baskerville, Special Elite, IBM Plex Mono, Barlow Condensed, Caveat

Project Structure

frontend/                      Next.js app
  src/app/
    page.tsx                   Blue cover + scroll-driven booklet
    analyzer/                  Submit your paper for grading
    builder/                   Draft your resume
    jobs/                      Multi-portal job search
    about/                     Course syllabus
  src/components/booklet/      ExamCard, ExamButton, GradeDisplay, PaperUpload
  src/lib/api.ts               Typed API client

backend/                       FastAPI
  main.py                      App + CORS + router registration
  routers/                     analyze, jobs, feedback, dashboard, auth
  services/                    analyzer.py, ai_analyzer.py, resume_builder.py
  models/schemas.py            Pydantic models
  config/                      SQLite init + 50+ role definitions

assets/                        Landing page GIFs
DESIGN.md                      Blue Book design system spec

API

All endpoints prefixed with /api. Backend on :3200, frontend on :2200.

Method	Endpoint	Description
POST	/api/analyze	Standard NLP analysis
POST	/api/analyze/ai	xAI Grok analysis
GET	/api/roles	Job categories + roles
POST	/api/jobs/search	Multi-portal job search
GET	/api/jobs/insights	Market trends + salary data
GET	/api/dashboard/metrics	Submission analytics

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Built by Thomas Ou