Jul 25, 2026

Fir Se CV

ats-optimization resume-generator job-application-tracker browser-extension chrome-extension ai llm supabase productivity-tools genai agentic-workflow automation

FirSeCV was created to solve a problem that almost every job seeker faces. While applying to multiple companies, candidates often spend hours rewriting the same resume for different job descriptions, saving multiple versions, and eventually forgetting which resume was submitted to which company. Existing AI tools can rewrite content, but they don't provide a complete workflow or maintain any record of past applications.

With FirSeCV, users only need to set up their professional profile once. When they visit a job posting, the Chrome extension extracts the job description directly from the page and uses AI to generate a personalized, ATS-friendly resume based on the user's profile. If they want to make changes, they can simply chat with the AI to refine specific sections instead of editing the entire document manually.

Once the resume is approved, FirSeCV automatically stores it along with the company name, job role, application date, ATS score, and job description. It also creates an entry in the user's Notion tracker, making every application easy to search and revisit later.

Built using Chrome Extension APIs, Node.js, Express, Google Gemini, Supabase, Notion API, and LaTeX PDF generation, FirSeCV turns a repetitive and time-consuming process into a simple, organized workflow, helping users focus more on preparing for interviews than managing resume versions.

This build was uploaded as a hackathon project

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