C
Capstone Project
Windsor | Canada
Python, DataTurks, GCP, Docker, VM, Streamlit Application | Python Developer and Cloud Developer
BUILDING A RESUME PARSER IN PYTHON USING NLP (SPACY LIBRARY) AND DEPLOYING THE MODEL ON
A GCP USING STREAMLIT APPLICATION. Successfully completed a project where we developed a resume parsing system using Python and NLP techniques
with the Spacy library. Our work included data preprocessing, entity recognition, and feature extraction to extract
key information from resumes. We integrated the parsing system into a user-friendly web interface using
Streamlit Application and deployed the application on the Google Cloud Platform (GCP) for scalability and
reliability. Throughout the development process, we prioritized accuracy and efficiency, conducting thorough
testing and optimization. Additionally, we implemented secure data handling practices to ensure user privacy and
compliance with regulations. To facilitate future usage and maintenance, we provided comprehensive
documentation and training.
