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This research aims to develop an AI-powered career guidance system that provides personalized recommendations based on individual profiles.

June 4, 2026Open Access

A Comprehensive Base Paper: AI-Powered Personalized Career Guidance System

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This research aims to develop an AI-powered career guidance system that provides personalized recommendations based on individual profiles.
Utilized natural language processing to parse resumes and extract structured data.
Implemented machine learning classifiers along with a hybrid MBTI classification module to assess personality traits.
Designed a modular architecture with sophisticated components for personalized guidance.
The AI system significantly improved the accuracy of career recommendations compared to traditional methods.
Users reported increased satisfaction and clarity in career decision-making due to the personalized insights provided.
Quantitative analysis indicated a marked reduction in decision paralysis among participants.

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Randomized trial reveals improved career decision-making in job seekers, suggesting enhanced personalized guidance.

Agarkar et al. (2026) studied this question.

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