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AI-Based Competency Matching System for Cooperative Education Programs

Doctoral research project — an evidence-based competency matching system for undergraduate cooperative education students.

System status
Current phase

Phase 14 — Production Readiness & Explainable AI

No business features yet. The foundation (configuration, security, audit, evidence, i18n) is in place.

Architecture

KSA Framework · Skill Ontology · Knowledge Graph · AI Matching Engine (GNN / KGAT / KG-Ability-Aware) · Explainable reasoning paths · Skill gap analysis · Recommendations.