ML-POWERED PERSONALIZED JOB MATCHING AND SKILL ENHANCEMENT PLATFORM
Abstract
The job market today is more competitive and complex than ever before, making it increasingly difficult for job seekers particularly fresh graduates and early-career professionals to find suitable opportunities and prepare effectively for the hiring process.Hirewise is a highly innovative, machine learning ML -driven platform designed to address these challenges by offering a seamless, end-to-end solution for job search and preparation.The platform leverages advanced ML techniques and natural language processing NLP to analyze user profiles, including skills, experience, and preferences, to generate highly personalized job recommendations that align closely with each individual s strengths and career goals.In addition to job matching, Hirewise provides a comprehensive suite of preparation tools, such as mock interviews, communication and confidence assessments, and AI-driven skill evaluations, enabling users to practice and improve their performance in realworld hiring scenarios.What sets Hirewise apart is its holistic approach it not only suggests relevant job opportunities but also helps users become more prepared and confident candidates through continuous feedback and learning.By integrating data-driven insights and intelligent automation, the platform enhances job fit, boosts user readiness, and increases the chances of securing desired job positions.Preliminary results and user feedback indicate that Hirewise is a promising and impactful tool, capable of transforming the job search experience and providing a structured, personalized, and empowering solution for the modern job seeker.
Fields of Study & Subjects
AI and HR Technologies
Recommender Systems and Techniques
Edcuational Technology Systems
Publication details
- Journal / source
- International Research Journal of Modernization in Engineering Technology and Science
- Publication date
- 4 March 2026
- Language
- EN