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SCOPE GENERATED·complexity: [██████░░░░] 6/10
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PROJECTAI Resume Builder and ATS Optimisation for Indian Job Seekers
RATIONALEIndian job seekers apply to 50+ roles per week, yet most resumes are one-size-fits-all. An AI that rewrites bullet points to match a JD and scores ATS compatibility solves a daily pain point for 5M+ active job seekers. Claude API handles nuanced rewriting better than GPT-3.5 at equivalent cost. Puppeteer generates pixel-perfect PDFs server-side. Razorpay freemium (3 free tails, then ₹199/month) is proven for this segment.
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TECH STACK
FrontendNext.js (App Router)
BackendNestJS
DatabasePostgreSQL
AuthSupabase Auth
HostingVercel + Railway
ExtrasClaude API (resume tailoring), Razorpay (one-time + subscription), Puppeteer (PDF generation)
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MVP FEATURES
✓Resume upload (PDF/Word) with AI extraction to structured profile
✓Job description paste → AI tailored resume variant generation
✓ATS compatibility score with keyword gap analysis
✓Multiple resume templates (modern, minimal, ATS-safe)
✓Server-side PDF export via Puppeteer
✓Dashboard with version history and per-JD variants
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DEFERRED (v2)
○Chrome extension to auto-tailor resume from any job listing page
○LinkedIn profile optimisation module
○Mock interview questions generated from JD
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TIMELINE
2 weeksAuth, profile builder & template engine
3 weeksAI tailoring engine + ATS scorer + PDF export
2 weeksFreemium billing, dashboard & version history
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COST ESTIMATE
USD$6,000 – $10,000
INR₹5.6L – ₹9.3L
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⚠ RISK FLAGS
!Claude API token costs compound at scale — implement per-user monthly token budgets before launch.
!ATS scoring requires a constantly updated keyword database; build a simple CMS to update it without redeployment.
!PDF generation via Puppeteer requires a headless Chrome instance — factor in memory costs on Railway.
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Public link: stackpick.in/s/ai-product-resume-builder-job-match-10k-k1l2
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