AI-Powered Resume Improvement

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.