Intelligent Resume Evaluation Tool Based on Machine Learning for Analysis And Career Advancement
Intelligent Resume Evaluation Tool automates the resume analysis process for career advancement by utilizing natural language processing (NLP) and machine learning. Users can upload resumes in a variety of formats, and the program will clean and process the text to extract important details like education, experience, talents, and personal information. The best-fit career roles for each resume are predicted using a machine learning classifier that has been trained on preset job categories. Additionally, the application offers a score system that assesses resumes according to the accuracy and pertinence of the data they contain. To assist users in strengthening their resumes and advancing their careers, it also provides customized guidance on career development, sample interview questions, and suggestions for online courses. The application provides a comprehensive resume analysis solution by visualizing talents and making predictions about categories, with the goal of assisting individuals in advancing their careers.
Authors
- A.C. Charumathi
- S I Unais Sulthan
- C. Siva Ram Murthy
- R. Pradeepa
- B Vishnukumar
Publication Details
- Published
- 2024-12-12
- DOI
- https://doi.org/10.1109/icercs63125.2024.10895464
- Citations
- 2
- Primary Topic
- Educational Technology and Pedagogy
- Type
- article
- Field-Weighted Citation Impact
- 0.69