Job Application process is no doubt daunting process and resume is the document which represents ourselves to the HR's. When ever we apply for a job and we get a reject without any feedback feels sad right. So i took this as a motivation to my project I created an application using Google generative AI [GEMINI] and built an application where you can get your feedback, and what are the keywords that are missing in your Resume.
- To provide an intuitive tool for job seekers to match their resumes with job descriptions.
- To leverage advanced AI technology for analyzing and providing feedback on resumes.
- To offer a user-friendly interface that simplifies the resume review process.
- Resume Upload: Users can upload their resume in PDF format.
- Job Description Input: A text input field allows users to paste the job description they are targeting.
- AI-Powered Analysis: Utilizing Gemini AI, the application provides a detailed analysis of the resume in context with the job description.
- Feedback on Different Aspects:
- Resume Review: General feedback on the resume.
- Skills Improvement: Suggestions for skills enhancement.
- Keywords Analysis: Identification of missing keywords in the resume.
- Match Percentage: A percentage score indicating how well the resume matches the job description.
- Streamlit: For creating the web application interface.
- Google Generative AI (Gemini Pro Vision): For processing and analyzing the resume content.
- Python: The primary programming language used for backend development.
- PDF2Image & PIL: For handling PDF file conversions and image processing.
- Integration with Gemini AI: Ensuring seamless communication between the Streamlit interface and Gemini AI model.
- PDF Handling: Efficiently converting PDF content to a format suitable for analysis by the AI model.
- User Experience Optimization: Creating an intuitive and responsive UI.
- Support for Multiple Pages: Extend the functionality to handle multi-page resumes.
- Customizable Feedback Categories: Allow users to choose specific areas for feedback.
- Interactive Resume Editing: Integrate a feature to edit the resume directly based on the AI's suggestions.
- Enhanced Error Handling: Improve the system's robustness in handling various file formats and user inputs.
The Resume Expert Streamlit application stands as a significant tool in bridging the gap between job seekers and their ideal job roles. By harnessing the power of AI, it provides valuable insights and recommendations, making it a pivotal step in enhancing the job application process.
Created by koushik