GRENZE International Journal of Engineering and Technology
Vol. 12
(2026), Issue 1
Smart Resume Analyzer
Authors
Mangesh Balpande, Prem Bhadane, Mohit Pawar, Bhushan Kapadne, Harshal Jadhav
Abstract
Our innovative Resume Analysis and Enhancement Platform, through the use of advanced technology, makes a change in career advancement. It transforms the production and optimization of a resume through the application of advanced methods for machine learning and natural language processing. Using intelligent analysis, it automatically determines and evaluates users' skills, qualifications, and experience levels and maps them against current industry demands. Its sophisticated recommendation engine, which relies on Python frameworks like Streamlit and PyMySQL, offers personalized recommendations for resume improvement ranging from optimizing the structure to writing impactful objective statements. The system analyzes the recent trends in the market and the job requirements and accordingly suggests the most aptly suited jobs and career paths. It further grades each resume into various dimensions such as content quality, professional impact, and industry alignment. The platform's secure infrastructure will ensure protection of information via end-to-end encryption and adherence to data protection regulations. This smart system not only makes creating resumes easy but also makes it a strategic career development tool, helping people get their strengths heard and noticed in the highly competitive job market today. Through continuous analysis and feedback, users get actionable insights toward enriching their professional profiles and hence ensure qualifications are up-to-date with changes in the industry standards.
Pages:
584 - 591