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# Psychometric-AI-Core

Core AI algorithms for the **AI Career Navigator** system.

This repository contains the core machine learning and psychometric modeling components used to analyze student career-interest assessment data and generate personalized career exploration insights.

The project integrates **psychometrics, machine learning, and AI-driven analysis** to support intelligent career exploration systems for students.

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## Project Overview

This repository implements the core AI pipeline used in the system:

1. Psychometric score preprocessing and normalization  
2. Latent interest profile classification using Support Vector Machines (SVM)  
3. Model robustness verification using cross-validation  

The models are designed to classify **72 latent psychometric interest profiles** derived from large-scale student assessment data.

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## Repository Structure