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data-silence/README.md

Typing SVG

🗝️ 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

Pinned

  1. bank-clients-fastapi bank-clients-fastapi Public

    MVP for Banks Cliens Project: analises, vizualizing, engeneering and ML in one App (FastAPI as back, Streamlit as front)

    Jupyter Notebook 1

  2. antiSMI-backend antiSMI-backend Public

    This is Fast API backed for antiSMI project

    Python 1

  3. antiSMI-app antiSMI-app Public

    This is web app for AntiSMI Project

    Python 1

  4. antiSMI-Collector antiSMI-Collector Public

    real-time news Parser

    Python 2 1

  5. Study Study Public

    Code snippets, decision notebooks, and learning gain achievements

    Jupyter Notebook 2

  6. timemachine timemachine Public

    NLP project based on newsru.com dataset with telegram-bot interface

    Jupyter Notebook 1