CareerMate - One Stop Solution for Job Preparation
DOI:
https://doi.org/10.63282/3050-9416.IJAIBDCMS-V7I2P107Keywords:
Job Preparation, Career Guidance, Interview Preparation, Resume Building, Placement Training, Aptitude Training, Mock Interviews, Career Development, Soft Skills Training, Communication Skills, Technical Skills, Problem Solving, Logical Reasoning, Coding Practice, Time ManagementAbstract
CareerMate AI is an integrated solution designed to assist students in the entire job preparation pro-cess by bringing together assessment, practice, feed-back, and resume-building activities in one system. Current job preparation solutions work in a discon-nected manner, requiring students to work on differ-ent systems that lack integrated performance mea-surement and individualized feedback, making it challenging to track progress and adjust job prepa-ration approaches accordingly. The proposed solu-tion will be developed by bringing together four AI-based modules: adaptive MCQ-based skill assess-ment modules, an AI-based mock interview mod-ule that offers structured feedback on answers, a smart resume builder module that produces ATS-compliant resumes, and an automated resume re-view module that analyzes the relevance of content and keyword alignment for particular job roles. Nat-ural Language Processing methods will be applied to assess text-based answers, improve resume con-tent, and offer feedback, and adaptive logic will be applied to adjust question difficulty levels based on user performance. The four modules will be inte-grated into a single workflow system that allows for systematic assessment and progress measurement at various stages of job preparation.
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