Resume-ats-optimizer-ai-project

Resume ATS Optimizer : Helps students improve their job applications using: AI analysis of resume content Keyword optimization for specific job descriptions Suggestion of skills to highlight Format improvement recommendations Technologies: HuggingFace APIs, Next.js, Tailwind CSS

Here's a detailed implementation guide:

Core Features:

Resume parsing and text extraction Job description analysis Keyword matching and scoring Format checking Improvement suggestions

Technical Stack:

Frontend: Next.js with Tailwind CSS Backend: Python (FastAPI or Flask) AI/ML: OpenAI API for analysis Storage: MongoDB for user data PDF Processing: PyPDF2 or pdf2text

Create Environment Files:

.env.local in root directory:

NEXT_PUBLIC_API_URL=your desired port address NEXT_PUBLIC_HUGGINGFACE_API_KEY=your_key_here NEXT_PUBLIC_OPENAI_API_KEY=your_key_here

Project Structure:

Copyresume-ats-optimizer/ ├── frontend/ │ ├── components/ │ │ └── ResumeAnalyzer.js │ ├── pages/ │ │ └── index.js │ └── styles/ ├── backend/ │ ├── main.py │ └── utils/ └── .env.local