AI-Powered Resume Matching Application: Simplifying the Job Search Process

This capstone project presents an innovative application that leverages artificial intelligence to streamline the job search process. Using machine learning with Azure Document Studio, I created a model that identifies a user's areas of interest (education) and experience. This information is then used to search for relevant job opportunities within a specified location on Indeed. Artificial Intelligence (AI) then analyzes these opportunities, provides a rough percentage score on the match, and returns them to the user. This project aims to simplify the job search process and ensure that it remains tailored and valuable, so users are matched with opportunities aligned with their skills and interests. This demonstrates the potential of artificial intelligence to simplify and revolutionize traditional processes.

Files

Metadata

Work Title AI-Powered Resume Matching Application: Simplifying the Job Search Process
Access
Open Access
Creators
  1. Johnathan Wright
Keyword
  1. Penn State Mont Alto Academic Festival 2024
  2. Undergraduate Research
License CC BY-NC 4.0 (Attribution-NonCommercial)
Work Type Poster
Acknowledgments
  1. Faculty Mentor: Elizabeth Denlea
Publication Date April 19, 2024
Related URLs
  1. https://montalto.psu.edu/academics/festival
Deposited April 12, 2024

Versions

Analytics

Collections

Work History

Version 1
published

  • Created

    April 12, 2024 13:51 by tlr15

  • Updated

    April 12, 2024 13:51 by [unknown user]

  • Updated Keyword, Related URLs, Description, and 1 more Show Changes

    April 12, 2024 13:51 by tlr15

    Keyword
    • Penn State Mont Alto Academic Festival 2024, Undergraduate Research
    Related URLs
    • https://montalto.psu.edu/academics/festival
    Description
    • This capstone project presents an innovative application that leverages artificial intelligence to streamline the job search process. Using machine learning with Azure Document Studio, I created a model that identifies a user's areas of interest (education) and experience. This information is then used to search for relevant job opportunities within a specified location on Indeed. Artificial Intelligence (AI) then analyzes these opportunities, provides a rough percentage score on the match, and returns them to the user. This project aims to simplify the job search process and ensure that it remains tailored and valuable, so users are matched with opportunities aligned with their skills and interests.
    • This demonstrates the potential of artificial intelligence to simplify and revolutionize traditional processes.
    Publication Date
    • 2024-04-19
  • Updated Acknowledgments Show Changes

    April 12, 2024 13:52 by tlr15

    Acknowledgments
    • Faculty Mentor: Elizabeth Denlea
  • Added Creator Johnathan Wright

    April 12, 2024 13:52 by tlr15

  • Added AI Powered Resume Matching.pdf

    April 12, 2024 13:52 by tlr15

  • Updated License Show Changes

    April 12, 2024 13:53 by tlr15

    License
    • https://creativecommons.org/licenses/by-nc/4.0/
  • Published

    April 12, 2024 13:53 by tlr15

  • Updated

    April 12, 2024 22:03 by [unknown user]