Cryptocurrency

Overview Hawk is a sophisticated high-frequency trading system designed for cryptocurrency markets, combining advanced ML models with real-time market data analysis. Features Automated data synchronization Price and volume data Technical indicators Market sentiment metrics Advanced ML Integration Custom Transformer models Flexible input/activation configurations LSM-based trading model generation Trading Capabilities Real-time signal generation Direct integration with OKX and Binance Risk management system Technology Stack Frontend: React + TypeScript Backend: Go ML: PyTorch Database: TimescaleDB Message Queue: Kafka Source Code View on GitHub

Overview FinLive is an innovative iOS app that transforms real-time financial market data into continuous video streams. Using iOS’s Picture in Picture (PiP) feature, users can monitor price movements of stocks and cryptocurrencies while using other apps. Key Features Real-time Data Visualization Live price data to video stream conversion Multiple market data sources support Customizable visualization styles Real-time price alerts Picture in Picture Support Native iOS PiP integration Floating window with adjustable size Background price updates Multiple chart layouts Market Coverage...

Introduction After several cycles of ups and downs, the Web3 ecosystem is gradually maturing. Here are my thoughts on its current state and future development. Current State DeFi Evolution The DeFi landscape has evolved significantly… NFT Market Transformation NFTs are finding new use cases… Infrastructure Improvements Layer 2 solutions and cross-chain bridges… Future Outlook … Conclusion …