smartRecurit- Resume Screener

Automate the resume screening process using ML and NLP to parse key resume contents such as education, experience, and skills & compare with job descriptions text in a user friendly manner. Learn more: Detail-Project-Document

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Tech Stacks

• Python – Scripting
• Flask – Backend development
• Scikit-learn - Training SVC model
• SQlite - Database
• Microsoft-Learn api – Course recommendations
• OpenAI api - LLM integrations

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System Architecture

Setup Instruction

Pre-requisite

> python3 -V
  python 3.10.0

Clone the Repo

git clone https://github.com/yourusername/resume_analyzer.git
cd resume_analyzer

Setup you virtual environment & install requirements.txt

pip install -r requirements.txt

Run flask app at : localhost:5000

python3 main.py

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Future Actions

• Multi-lingual and all resume formats support.
• Scheduling interviews or managing candidate communication.
• Proper Deployment & Containeration.

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