MarketFlow
Financial Data Monitoring & Analysis
golangpythondiscordopenaideepseekedgar APIalpaca
View Live Project
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
- •Backend: Go, Python
- •Frontend: HTML, React, Typescript
- •Discord packages
- •Multiple financial APIs, monitors and scrapers
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.
Development Process
- •The development focuses on creating efficient data pipelines and meaningful visualizations to help users understand market trends and movements.
- •Created a congress member trading tracker with a dashboard for monitor health and status checks.
- •Slash commands for stock ticker lookups, which chart candlesticks on demand.
- •News feed for administered events, tickers, political members, companies.
Core Features
- •Real-time 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