Project Overview
Manual trading in volatile markets is a 24/7, high-stress job. It's impossible for a single person to effectively track all critical market signals at once—from technical chart patterns and breaking news to shifting social media sentiment. This AI Trading Bot was built to act as a tireless, automated assistant that sees the whole picture.
The bot connects directly to market data feeds, news APIs, and social media to create a holistic, real-time view of the market. It uses AI to perform complex technical analysis on pricing charts while simultaneously running sentiment analysis on news articles and influencer posts. When its models detect a high-probability trade setup—such as a bullish chart pattern combined with positive news and social buzz—it instantly notifies the user via chat with a clear, concise buy/sell signal. Users can then execute trades on their exchange by simply replying to the bot, turning a complex, high-stress activity into a simple, conversational workflow.
Application Showcase
Key Features
- Automated or On-Demand Activation: Triggered by user question or time interval for continuous market monitoring.
- Market Data Aggregation: Downloads charts, retrieves news, and collects influencer posts.
- AI-Powered Market Analysis: Analyzes technical charts, news, and social sentiment.
- Real-Time Notifications: Sends trade suggestions and alerts directly via chat.
- Smart Trade Execution: Allows users to place orders directly through chat commands.
Solutions
- Implemented automated triggers for 24/7 market tracking.
- Developed data pipelines to fetch and normalize charts, news, and content.
- Utilized AI models for multi-modal analysis, combining technical and sentiment data.
- Integrated real-time alert systems through chat platforms for instant signals.
- Built smart command handlers to map user input to validated exchange actions via APIs.