ResuMate

AI empowered resume analyser for fast, unbiased, effective and efficient hiring. Made by me and @AnavAgrawal

This was the winning submission for INNOV8, a hackathon by eightfold.ai and ARIES (Artificial Intelligence Society IIT Delhi)

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

How does it work?

Read Report.pdf to find out!

Our presentation in the finals: https://docs.google.com/presentation/d/1lFMlYsVylh8GcHVli4ao7VQ_X9GZdZBo5H4jdBTlsHo/