Auto-Sume - A Privacy-Focused AI Resume Generator

About

Auto-Sume – Privacy-First GenAI Resume & Career Assistant

Auto-Sume is a Chrome extension built with three priorities: privacy, Generative AI precision and frictionless user experience. It generates job-specific resumes, cover letters, and interview preparation material directly from live job postings, without accounts, tracking, or cloud storage of personal data.

Privacy by Design

Auto-Sume is architected to minimize data exposure.

* No sign-ups, no user accounts
* No analytics, no telemetry, no tracking
* All user data (profile, preferences, API key) remains in the browser
* Data is sent to the AI model **only when the user explicitly clicks Generate**
* Nothing is stored on external servers

Your resume data stays local. Control never leaves the user.

Currently Supports only LinkedIn, Naukri and Indeed.

Generative AI That Actually Fits the Job

Auto-Sume uses Google Gemini models to do context-aware rewriting, not templated text filling.

* Parses live job descriptions in real time
* Extracts role-specific skills, keywords, and responsibilities
* Rewrites resume sections to align with ATS filters
* Generates company- and role-specific cover letters
* Produces interview questions tailored to the exact job posting

The AI adapts from your master profile, then specializes per role.


Simple, Low-Overhead User Experience

Designed to remove steps, not add them.

* Works directly inside job pages
* One floating action button, no navigation hoops
* Automatic job detection (title, company, description)
* PDF and DOC generation in one click
* Clean, distraction-free UI

You stay on the job page. Output appears instantly.


Key Features

* ATS-optimized resume generation
* Personalized cover letters
* Job-specific interview preparation
* PDF and DOC downloads
* Supports LinkedIn, Naukri.com, and Indeed
* Multiple Gemini model options for speed vs depth


Profile-Based Accuracy

Users upload a structured master resume once.
All generated documents are derived from that profile and rewritten per job.

This avoids hallucinated experience, generic filler, and role mismatch.



Who It’s For

* Job seekers applying at scale
* Professionals targeting ATS-driven hiring pipelines
* Users who value privacy over platform lock-in
* Anyone who wants GenAI without giving up control of their data



Auto-Sume is not a resume website.
It’s a private, local, GenAI-powered tool that works exactly where job decisions start.