FitForJob – AI Job/Internship Application Assistant

FitForJob is an AI-powered web application designed to help job seekers craft personalized, high-quality application materials quickly and effectively. Users can upload their resume (PDF), enter job and company details, and generate tailored responses such as cover letters, “Why you’re a good fit” sections, LinkedIn messages, and even interview prep questions. Check Out :- https://fitforjob.vercel.app/ The tool also allows users to view, regenerate, and manage their generated responses with persistent history and account authentication using Clerk. Key Features: Resume parsing with pdf-parse AI-generated responses using Groq API (LLaMA 3.3 and Deepsheek) Response categories: interest in company, cover letter, value addition, short-form, LinkedIn messages, interview prep Form validation with React Hook Form + Zod Persistent history with MongoDB + local storage Smooth UI with Tailwind CSS 4, Shadcn UI, Motion animations Notifications with React Hot Toast and Sonner Usage tracking with PostHog Built with performance and simplicity in mind using Next.js 15 (App Router & Turbopack).