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