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Tag: NLP

SOAP: A New Polling Platform

Posted on May 4, 2025August 24, 2025 by Blake

Constructive political criticism online is hard to find. Discussions quickly turn mean, and even minor disagreements can escalate into major arguments. Messages often get lost if one’s audience is too small, and misunderstood words can lead to backlash. That’s where Soap comes in—a new kind of social platform designed to change the way we talk…

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Based News Reader

Posted on April 19, 2025August 24, 2025 by Blake

This script fetches the latest Google News RSS headlines for a user-supplied list of topics and regularly updates a static HTML page hosted on Netlify. Google Gemini prioritizes the headlines based on the user’s preferences. Designed to be scheduled with cron on any Unix-based system. 🗞️ news.blakerayvid.com How It Works View on GitHub

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Sentiment Classifier

Posted on July 12, 2024August 24, 2025 by Blake

My Flatiron School Data Science Bootcamp Phase 3 Project was to address the business problem of brand reputation management by monitoring and analyzing Twitter sentiment. The goal was to develop a machine learning model that can correctly classify tweets as positive, negative, or neutral, and provide insights to improve brand perception and engagement strategies. View…

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