HR Email Advisor

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Developed an intelligent email filtering system for HR professionals at Clymbr Education. The system uses natural language processing to identify and handle irrelevant queries, improving HR workflow efficiency.

Key Features:

  • Smart Query Analysis: Uses cosine similarity to compare incoming queries with historical patterns
  • Automated Response Handling: Suggests appropriate actions for different types of queries
  • Streamlit Interface: Provides an intuitive web interface for testing and demonstration
  • Gmail Integration Ready: Designed to be integrated as a Gmail extension

    • Technical Implementation:

  • Implemented NLP-based similarity matching
  • Built responsive web interface using Streamlit
  • Developed modular code structure for easy extension
  • Created comprehensive test suite for query matching

    • The project serves as a proof of concept for a larger Gmail extension, demonstrating the potential for automated email triage in HR departments.

    Technologies Used

    Python
    Streamlit
    NLP
    Cosine Similarity
    Machine Learning
    Gmail API

    Key Achievements

    • Developed intelligent email filtering system using NLP
    • Implemented cosine similarity for query matching
    • Created intuitive Streamlit web interface
    • Designed for Gmail extension integration
    • Built proof of concept for HR workflow automation

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