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data-silence/README.md

Typing SVG

🗝️ Key project:

📰 AntiSMI Project
It's a personal analytical non-profit project at the intersection of ML and journalism, which allows using ML models to analyze changes in the news flow in a real time or past, trying to create a fundamentally different way of consuming news in the conditions of changing the way of its production and in the modern conditions.
Technologies used
Scikit-learn Pandas Numpy PostgreSQL SQLalchemy SQL Fastapi Pydantic Streamlit Docker aiogram Superset aiohttp Skrapy BS4 Requests html CSS
Links & Stack
App Repo link Covered tasks
Backend Backend API Data Scrapping - Data Validation - Data storaging - EDA - ML models cooking - Classification - Clustering - Summarization - Vector db - Similarity search - API - Web App - Bots - CI/CD - Access control - Dashboards Analytic - Visualize
Web App Frontend App
Nowadays Telegram Bot for current news
Timemachine Telegram Bot for past news
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