Jobr.pro is a full-featured job application automation platform built to save users time and improve the quality of their job hunt. As part of a 3–4 person development team, I contributed to both frontend and backend components, working on features that integrate AI tools and automation into a clean, user-friendly experience.
Key Features
- Resume Review Tool: Built a user interface for resume analysis, highlighting potential improvements using AI feedback.
- Cover Letter Generator: Integrated a custom AI-driven system for generating tailored cover letters based on job descriptions and resumes.
- Job Board Integration: Enabled users to import job listings from job boards like LinkedIn and Indeed and track them on the Jobr dashboard.
- SEO-Optimized Job Pages: Improved visibility of job listings by generating dynamic, SEO-friendly job detail pages using Next.js routing and metadata handling.
- User Dashboard: Helped implement a dashboard where users can manage job submissions, documents, and AI tool results.
- Social Share Tools: Built utilities to generate shareable content (text + image) for advertising job pages on platforms like Twitter and LinkedIn.
My Role
During my time on the team (Jan 2024 – Dec 2024), I worked extensively across the stack and led key features:
-
Created the Jobr Extension:
- Implemented auto-fill for job application forms on supported job boards by reverse-engineering their structure.
- Added a “submit in background” feature using direct API calls for some platforms — though experimental, it still worked reliably.
- Allowed users to save job listings from boards like LinkedIn and Indeed into their Jobr dashboard.
-
Developed Major Features:
-
Built the cover letter generator, integrating resume and job data into custom prompts for the AI model.
-
Created the job detail page system with SEO-optimized dynamic routing.
-
Built the social media content generator that outputs both text and image posts for easy promotion.
-
-
Collaborated closely on frontend UI/UX, feature planning, and code reviews.
This project helped me grow as a full-stack developer, especially in Next.js, Node.js, and browser automation — and gave me deep insight into reverse engineering, form automation, and AI-assisted tooling.
Technologies
- Frontend: Next.js, React.js, Tailwind CSS
- Backend: Node.js, Express, Redis, Firebase
- Automation & Extensions: Puppeteer, Playwright, Chrome Debugger API
- DevOps: Vercel, GitHub Actions