SmartHire AI - Next-Gen Career Assistant 🚀

SmartHire AI is a premium, AI-powered SaaS application designed to help job seekers find and apply for real-world remote opportunities with ease. Using advanced NLP and GPT-powered intelligence, it matches your skills to live job feeds and generates tailored application materials in seconds.

✨ Key Features

• 🔍 Live Remote Job Feed: Fetches real-time listings from the Remotive API.
• 🧠 Intelligent Matching: Uses TF-IDF & Cosine Similarity to calculate a 0-100% compatibility score.
• 📄 AI Resume Parsing: Automated extraction of skills, education, and experience from PDF/Word files.
• ✉️ AI Apply Assist: Generates professional cover letters and recruiter email templates tailored to each role.
• 🚀 Batch Auto-Apply: Apply to multiple top-matching jobs with AI-tailored content in one click.
• 📊 Application History: Track all your AI-processed applications in a centralized dashboard.
• 🎨 Premium UI: Stunning Dark Glassmorphism design system built for professional users.

🛠️ Tech Stack

• Frontend: React, Vite, Context API, Vanilla CSS (Glassmorphism)
• Backend: FastAPI (Python), Service-Based Architecture
• Database: MongoDB (Persistence)
• AI/ML: OpenAI GPT-3.5, spaCy (NLP), scikit-learn (TF-IDF)
• API: Remotive Public API

🚀 Getting Started

Prerequisites

• Node.js (v18+)
• Python (3.10+)
• MongoDB Instance
• OpenAI API Key

Backend Setup

1. cd backend
2. pip install -r requirements.txt
3. Create a .env file with OPENAI_API_KEY, MONGO_URI, and DB_NAME.
4. uvicorn app.main:app --reload

Frontend Setup

1. cd frontend
2. npm install
3. npm run dev

⚖️ License

MIT License. Created by Akashowad.