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data-silence/README.md

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Hi! My name is Max, and I research, design and develop systems based on modern machine learning stack.

My personal area of interest is applying NLP to develop new tools for interacting with news media.

You can check out my finished products on my portfolio website.

TECH STACK
Python Scikit-learn Pandas Numpy Pytorch HuggingFace SpaCy Weights&Biases Airflow MLflow RabbitMQ PostgreSQL SQLalchemy Fastapi Pydantic Streamlit Docker ApacheSuperset Redash aiohttp aiogram html CSS
KEY PROJECTS
Project Repository Covered Tasks
📰 Power news
News aggregation and analysis		 Frontend App
  • 🔍 Data Scraping
  • ✅ Data Validation
  • 💾 Data Storage
  • 📊 EDA
  • 🤖 Training and Fine-tuning ML Models: classification, clustering, summarization...
  • 📚 Vector Databases and Search
  • 🛠 API
  • 💻 Web Apps
  • 🤖 Bots
  • 🔄 CI/CD
  • 🔒 Access control
  • 📈 Analytical Dashboards
  • 📉 Data Visualization
💻 Backend
API development for news services		 Backend API
📱 Nowadays
Telegram Bot for current news		 Telegram Bot
🕰️ Timemachine
Telegram Bot for past news		 Telegram Bot
🛡️ Observer
Monitoring and analytics
📊 Collector
Data collection and parsing		 Parsers & Datasets

Pinned Loading

  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-app antiSMI-app Public

    This is web app for AntiSMI Project

    Python 1

  3. antiSMI-Collector antiSMI-Collector Public

    real-time news Parser

    Python 2 1

  4. Study Study Public

    Code snippets, decision notebooks, and learning gain achievements

    Jupyter Notebook 4 1

  5. timemachine timemachine Public

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

    Jupyter Notebook 1