AI SaaS · Resume Builder (ATS)

ProMaxCV — AI-built, ATS-optimized resumes and cover letters

An AI web app that helps job seekers create job-winning, ATS-optimized resumes and cover letters in minutes — trained on real hiring data, tailored to any job description, and shipped as a monetized SaaS MVP.

4 Weeks

MVP Delivered

ATS-Optimized

Templates & Output

OpenAI

Content Engine

ProMaxCV helps job seekers create job-winning resumes and cover letters in minutes using AI trained on real hiring data. It pairs modern, ATS-optimized templates with AI content generation so candidates can tailor their resume to any job description and pass applicant tracking systems with confidence — all inside a simple, guided workflow. Built on Bubble.io, it runs as a scalable SaaS MVP with built-in monetization.

Key Results Achieved

From blank page to a shortlist-ready application

AI writes and optimizes the content; the candidate just guides it.

4 wk

Fully functional SaaS MVP delivered

ATS-Ready

Resumes and cover letters

Free + Paid

Stripe subscription model

The approach

Challenge & solution

The challenge

Job seekers struggle to write professional, ATS-friendly resumes, craft impactful experience descriptions, tailor resumes to specific jobs, and generate personalized cover letters — and outdated tools mean many applications never pass ATS filters.

Business challenges

Help non-technical users produce professional, ATS-friendly resumes
Improve content quality without manual copywriting
Tailor resumes to specific job descriptions
Ship a monetizable SaaS MVP quickly

Technical challenges

Generate high-quality, job-specific content with AI
Enforce ATS-optimized structure across templates
Support upload-and-enhance of existing resumes
Export clean, ATS-friendly PDFs

Our solution

A complete SaaS MVP on Bubble.io lets users create, optimize, and export resumes and cover letters using AI. OpenAI generates job-specific content, wrapped in a structured, easy-to-use interface built for non-technical users.

Core features delivered

AI resume builder
Generate and enhance bullet points with AI for stronger, clearer experience descriptions.

Job-based optimization
Tailor a resume to a specific job description in a click.

Upload & enhance
Import an existing resume and improve it with AI suggestions.

AI cover letter generator
Create personalized cover letters with multiple tone options.

ATS templates + PDF export
Modern ATS-optimized templates with real-time preview and clean PDF export.

Auth, dashboard & subscriptions
Manage documents in one place with a Free vs Paid Stripe subscription model.

Key Results Achieved

Architecture & technical build

AI writes and optimizes the content; the candidate just guides it.

Architecture & technical build

Built as a modular MVP with AI integration, structured database design, and scalable workflows — ensuring smooth performance and room for future feature expansion.

Architecture overview

OpenAI-powered content generation
Structured, non-technical-friendly UI
Bubble file upload for resume import
Stripe subscription and access control

Key technical components

OpenAI content engine
Generates and enhances resume and cover-letter content per job.

ATS template system
Modern templates that keep output ATS-parseable.

PDF export pipeline
SelectPDF / PDF Conjurer generate clean, downloadable documents.

Subscription layer
Stripe Free vs Paid tiers with dashboard management.

Tech stack

Outcomes

Results & impact

Early outcomes

Delivered a fully functional SaaS MVP within four weeks
Simplified resume creation for non-technical users
Improved content quality and ATS pass-through with AI

Business impact

Scalable monetization through subscriptions from day one
A modular MVP ready for feature expansion
AI-assisted output that measurably strengthens applications

Product screens