Resume Refiner
Find the right job. Refine the right resume.
- Category
- Career
- Platforms
- Web, Android
- Built with
- Node.js, Express, MongoDB, Mongoose, Kotlin, Jetpack Compose, Stripe
Overview
Job matching plus evidence-first resume and cover-letter tailoring, in one workspace on the web and Android.
Resume Refiner connects the two halves of a job search: finding relevant roles and tailoring an application for each one. Users keep a base resume they trust, pick a real job posting, and generate a targeted, ATS-friendly version for that role.
Refinement is evidence-first. It sharpens phrasing, structure, and relevance while preserving the facts already in the user's experience, and it checks that no unsupported claims were added. Finished applications export as PDF, editable DOCX, or plain text.
What it does
- 01Base resume builder: start from scratch, paste content, or upload a file
- 02Saved resume versions you can reuse across applications
- 03Job matches and the option to bring in a posting you found yourself
- 04Evidence-first tailoring that keeps your experience truthful
- 05Optional cover letter generated after refinement
- 06Export to PDF, DOCX, or TXT
Case study
The problem
Generic AI resume rewriters stuff keywords and invent accomplishments. Job seekers needed tailoring that stays truthful and a single place to manage every role they apply for.
Our approach
We designed the workflow around a source resume the user controls, a specific job description, and a review step before anything is exported. A Node.js and MongoDB backend serves both the web app and a native Kotlin Android client.
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