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🗝️ Key project:

📰 AntiSMI Project
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
Scikit-learn Pandas Numpy PostgreSQL SQLalchemy SQL Fastapi Pydantic Streamlit Docker aiogram Superset aiohttp Scrapy BeautifulSoup Requests html CSS
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

M.'s Projects

M. doesn’t have any public repositories yet.

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