Introduction
GPT4YourCV is a web application that leverages AI to generate personalized, job-specific resumes. The aim is to simplify the application process for users by automatically tailoring their resumes to the requirements of job postings.
How It Works
Step 1: Log in to the app
Step 2: Fill in the form with your data
Step 3: Paste the job description and generate CV
What You Get
Preview of the generated resume
Browse previously generated resumes
Technologies Used
- Frontend & Backend: Streamlit (Python)
- AI: GPT-4 (OpenAI API)
- Database:
- Firestore Database
- Firebase Storage
- Firestore Database stores links to larger files which are stored in Firebase Storage. This approach leverages the advantages of both solutions, making the process faster and more cost-effective.
- Authentication: Firebase Authentication
Next Steps
- Build an evaluation pipeline with a larger test dataset. This will allow for treating prompt engineering as a data science problem.
- Allow users to categorize the generated resumes.
- Deploy on Google Cloud Platform.
- Integrate a payment system.