MarketFlow
Financial Data Monitoring & Analysis
golangpythondiscordopenaideepseekedgar APIalpaca
A Discord server dedicated to financial data monitoring and analysis. MarketFlow scans market data in real-time to provide insights and facilitate informed financial discussions within our community.
Tech Stack
- •Go & Python Backend
- •React & TypeScript Frontend
- •Discord Integration
- •Multiple Financial APIs
Key Attributes
- •Market data scanning and monitoring
- •AI-powered market insights and trend analysis
- •Custom alerts for significant market movements
- •Community-driven discussion channels
- •Congress Member Tracker with trade lookups and notifications
Development Process
- •Learned Go while building production services
- •Reverse-engineered financial APIs
- •Built real-time data pipelines
- •Monitoring dashboard for system health
Core Features
- •Candlestick charting
- •Custom news feeds
- •Websocket powered data streaming
AI Integration
- •Using AI to explain what the insights mean to a newbie
- •AI also pulls and generates news sentiment
Thinking Process
- •Some challenges faced included having to learn Go while building this and working on Python license. However, it actually helped reverse engineer APIs and improve data handling with live streaming and time series data.