Smart Resume AI: an intelligent system for Resume Creation and Evaluation

Author

Musungwa, Tapiwa M.

Title

Smart Resume AI: an intelligent system for Resume Creation and Evaluation

Abstract

The Smart Resume AI project is designed to transform the job application process by offering a sophisticated, user-friendly platform that leverages artificial intelligence to assist job seekers in crafting and optimizing their resumes. As the job market becomes increasingly competitive, traditional resume-building methods often fall short in providing the guidance and adaptability necessary to meet the demands of modern hiring practices, particularly those involving Applicant Tracking Systems (ATS). This application integrates a structured resume builder with an AI-powered analysis engine, enabling users to create professional-grade resumes while receiving actionable feedback tailored to specific job roles. Key features include an AI Resume Analyzer that evaluates uploaded documents based on keyword density, formatting integrity, and ATS compatibility, as well as a job role matching system that aligns user resumes with relevant job descriptions. The application also offers a visual dashboard that displays real-time analytics, showcasing metrics such as ATS scores and usage patterns, thus empowering users with insights into their resume performance. Developed using the Streamlit framework, the platform emphasizes modularity and ease of use, requiring no advanced technical skills from users. This report details the system’s development process, its core functionalities, and the methodologies employed, highlighting its potential to enhance employability outcomes for job seekers. By providing a comprehensive tool that combines resume creation with intelligent analysis, Smart Resume AI aims to bridge the gap between job seekers and employers, ultimately contributing to a more efficient and effective hiring process.

Date

June 2025

Publisher

BUSE

Keywords

Smart Resume AI

Resume Creation and Evaluation

Supervisor

Mr. P. Chaka,