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nlp-keywords-extraction

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Natural Language Processing AI-model driven sentiment analysis system that will automatically process and analyze news articles to gauge market sentiment, and summarizing the news at a weekly level to enhance the accuracy of their stock price predictions and optimize investment strategies.

  • Updated Feb 12, 2025
  • Jupyter Notebook

"A machine learning project to detect fake product reviews using Opinion Mining. It analyzes review text, extracts features, and trains models to classify reviews as genuine or deceptive. The focus is on accuracy and precision to ensure online content authenticity."

  • Updated Jan 20, 2025
  • Jupyter Notebook

This repository hosts "From Script to Score: Sentiment Analysis of Film Content", a project exploring how sentiment in movie reviews varies by genre, trigger warnings, ratings, and box office performance. Using data from TMDB, IMDB, Letterboxd, and doesthedogdie.com, and tools like VADER, it uncovers patterns in audience reception and sensitivity.

  • Updated Jan 10, 2025
  • Jupyter Notebook

GAIL INDIA LTD PS: Developed a scalable chatbot leveraging deep learning & NLP to assist employees of large public sector organizations with HR, IT, and organizational queries. Integrated document processing for summarization and information extraction, 2FA for security, and bad language filtering. Achieved <5s response times with open source

  • Updated Jan 6, 2025
  • Python

The project focuses on extracting and structuring key details from resumes such as names, contact information, education, and work experience, into a user-friendly interface for efficient review and management. Additionally, It supports bulk upload of resumes.

  • Updated Dec 30, 2024
  • Python

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