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ResuMate

An AI empowered resume analyser For fast, unbiased, effective and efficient hiring. This was created as a submission for INNOV8, a hackathon by eightfold.ai

Introduction

  • The Resume Highlighting System has a Flask based frontend that allows users to upload a PDF resume and specify a focus area.
  • The application then processes the resume, highlighting relevant texts based on the provided focus area.
  • Additionally, users can ask questions related to the resume, and the system will provide answers based on the resume content.

Technologies Utilised

  • Flask for frontend
  • Roberta for question answering system
  • MixedBread for sentence embedding
  • Sentence Transformers for cos-sim based quantified retrieval

How to run

  1. install these python modules: fitz, flask, pipeline, sentence_transformers
  2. cd into ./main/
  3. run python app.py
  4. Access the frontend on your browser at localhost:5000

Find out more at https://docs.google.com/presentation/d/1lFMlYsVylh8GcHVli4ao7VQ_X9GZdZBo5H4jdBTlsHo/

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