AI-Based Resume Improvement Platform

Project Overview

Users will be able to:

Upload resumes
Receive AI-generated improvement suggestions
View quality scores
Track progress
Access premium features via subscription

The MVP must be secure, scalable, and launch-ready.

Core Requirements
1. Resume Upload & AI Feedback

Upload PDF/DOCX
Secure text extraction
AI-generated feedback
Multi-dimension score
Clear, stable UI output

2. Subscription System

Free plan with usage limits
Paid plan with full features
Stripe (or equivalent) integration
Renewal + failed-payment handling
Quota resets
Admin override for plans

3. Analytics & Logging

Log all major user actions
Log system errors and processing times
Basic usage summaries
Exportable data for internal analysis

4. Admin Panel

User list + activity
Modify plans, reset quotas
Subscription/payment visibility
Error + performance logs
Basic usage insights
Feature toggles + model key management
Full admin audit log
Technical Expectations
Backend: FastAPI / Django / Node.js
Frontend: React / Next.js
PostgreSQL database
S3-style storage
Secure auth
Clean API architecture
Cloud-ready deployment

Proposal Requirements
Include:

High-level technical approach
Milestones + timeline
Team roles
Relevant SaaS/AI work
Clarifying questions
Generic proposals will be ignored.