This venture goals to construct a job description and resume matching system utilizing Python with machine studying methods. The system helps streamline the recruitment course of by routinely matching job descriptions with submitted resumes, offering recruiters with a extra environment friendly solution to determine appropriate candidates.
- Job Description Enter: Recruiters can enter job descriptions into the system.
- Resume Add: Candidates can add their resumes for matching towards job descriptions.
- Matching Algorithm: The system makes use of machine studying algorithms to match job descriptions with resumes based mostly on similarity scores.
- Outcome Presentation: Matched resumes are introduced to recruiters with similarity scores and related particulars.
- Python: Backend growth utilizing Python programming language.
- Flask: Internet framework for constructing the backend server and dealing with HTTP requests.
- Bootstrap: Frontend design and structure utilizing Bootstrap for responsive and user-friendly UI.
- Machine Studying Libraries: Libraries corresponding to scikit-learn for implementing machine studying algorithms for textual content similarity matching.
- HTML/CSS: Frontend markup and styling for internet pages.
