π° AntiSMI Project |
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It is a personal, analytical, non-profit project at the intersection of ML and journalism. The project uses ML models and methods to analyze changes in news flow in real-time or retrospectively, aiming to create a fundamentally different way of consuming news amidst the evolving landscape of news media and modern conditions. |
Technologies used |
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Links & Stack | ||
App | Repo link | Covered tasks |
Power news | Frontend App | Data Scraping - Data Validation - Data Storage - EDA - ML Model Development - Classification - Clustering - Summarization - Vector Databases - Similarity Search - API - Web App - Bots - CI/CD - Access control - Analytical Dashboards - Data Visualization |
Backend | Backend API | |
Nowadays | Telegram Bot for current news | |
Timemachine | Telegram Bot for past news | |
Observer | ||
Collector | Parsers & Datasets |