AIJobs V1
A mobile-first, AI-native job search app that turns 'apply to 50 jobs by hand' into 'AI applies on your behalf, you review and approve.' Cross-platform iOS + Android from one React Native codebase. Claude-powered resume parsing, cover-letter generation, and interview coaching. Vector-matched job feed ranked by fit, not date. Built for MVP velocity on Supabase. Ships in 5-7 weeks.
⚙️
Tech Stack
Claude API + GPT-4 (resume parse + cover letters)
Supabase (Postgres + Auth + Storage)
Job-board APIs (LinkedIn, Indeed, Greenhouse, Lever)
🧠
Core Technologies
- React Native + Expo — Cross-platform iOS + Android, weeks not months
- Claude / GPT — Resume parse, cover letters, AI coach chat
- pgvector — Resume-to-JD embedding similarity, weighted by preferences
- Supabase — Auth, Postgres, storage, edge functions
- Job-board APIs — LinkedIn, Indeed, Greenhouse, Lever + dedupe pipeline
📦
V1 Deliverables
✓
Resume upload + AI parsing into structured profile
V1✓
AI-ranked job feed with match scores and reasoning
V1✓
One-tap Quick Apply with AI-generated cover letter
V1✓
Application tracker with status timeline
V1✓
AI Career Coach chat (interview prep, resume tips, salary negotiation)
V1✓
Saved jobs and smart alerts (push notifications on 90%+ matches)
V1✓
Smart filters and preferences
V1✓
Auth, profile, and onboarding flow
V1→
Auto-apply mode (AI applies on your behalf, you approve)
V2→
Email-parsing for automatic status updates (Applied → Viewed → Interview)
V2→
Mock interview voice mode with live coaching
V2→
Salary benchmarking and offer negotiation assistant
V2→
Recruiter-side employer dashboard
V2
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Architecture Layers
MOBILE
React Native · Expo · TypeScript · Reanimated · MMKV cache
AI
Claude API · GPT-4 · structured outputs for resume + cover letter generation
MATCHING
pgvector embeddings · resume vs JD similarity · preference weighting
SOURCING
LinkedIn · Indeed · Greenhouse · Lever APIs + dedupe pipeline
AUTOMATION
Auto-fill from shared profile · email parsing for status updates
BACKEND
Supabase Postgres · Auth · Storage · Edge Functions · row-level security
PUSH + OPS
Expo Notifications · Sentry · PostHog · GitHub Actions · EAS Build