Resume-Classifier

Resume Classifier using NLP and Machine Learning, Create Flask Application to predict Category given PDF resume file.

clone:

git clone https://github.com/anajikadam/Resume-Classifier.git

create Virtual Environment:

In Anaconda Command Prompt

cd Resume-Classifier

python -m venv Venv

Venv\Scripts\activate

pip install -r requirements.txt

Run:

python app.py Flask Server Run on http://127.0.0.1:5000/

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pdf Reader from Command Prompt and text file save in directory

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train Model from Command Prompt

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test Model from Command Prompt

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Flask App Image for dir AppImages/

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File upload from Postman and test api

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Train Model From api url

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Train Model on new data from api url

New data is text files which is store in predTextFile/ Folder which convert in dataframe and append to existing data and train again

Dataset

Kaggle Dataset Link

Future work

Improve Model performance.