ThesisInformation Technology

Intelligent Resume Parsing and Career Matching for Higher Education Portals

SA
Student Author
•Advisor: Dr. Sokhom Vong•Academic Year 2026•Information Technology Engineering
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Submitted: September 24, 2026

01. Executive Abstract

This capstone thesis develops an end-to-end automated parsing and semantic matching pipeline specifically trained on Cambodian academic transcripts, bilingual English-Khmer resumes, and regional software job descriptions.

Track Focus:Information TechnologyThesisInformation Technology Engineering

02. Key Results & Benchmarks

  • 94% entity extraction precision
  • Automated JSON Resume standard output
  • < 1.2s parse latency

03. Tech Stack & Tools

PythonFastAPILaravelPostgreSQLDocker
Original documents

Intelligent Resume Parsing and Career Matching for Higher Education Portals

Job_Portal_Research_Report.pdf · PDF

Download Job_Portal_Research_Report.pdf
Intelligent Resume Parsing and Career Matching for Higher Education Portals | ITE RUPP Thesis