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Cryptocurrency Trading Platform - CCTP

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Cryptocurrency Trading Platform - CCTP

Date

May 12, 2019

Client

Upwork

Categories

Python, cloud, dev ops, containers

Project Requirements

  • Design an Intelligent NLP-based high-frequency trading desktop application utilizing Binance API

Project Details

  • Fully object-oriented platform with up to 10,000 microtransactions/minute via Binance API
  • Custom algorithm with a 59% profit ratio, utilizing sentiment analysis and technical analysis
  • Sentiment analysis via NLP/N-grams, Technical analysis via SMA/EMA/Bollinger bands
  • Coded in Python, Machine learning model trained via GCP
  • Deployed to windows hosts via docker
  • Skills: Python, GCP, Binance API, NLP, Docker