Jobify: an AI job board where the chat actually knows the jobs

Most AI features on job sites invent listings. This one queries the database.

I built a streaming chat assistant that answers candidate questions by reading the live job data in real time, so every role it mentions actually exists. Alongside it: a resume analyser that returns a scored breakdown, an AI cover-letter generator, and AI-ranked job recommendations.

Behind it: Firebase auth exchanged for API JWTs, protected routes, URL-synced search with filters and pagination, and an analytics dashboard.

Stack: Next.js, TypeScript, Tailwind, TanStack Query, Node, Express, MongoDB. LLM layer on OpenAI and Groq.

Live demo: https://jobify-badhon.vercel.app/