This project aims to develop an intelligent investment platform utilizing artificial intelligence to power automated trading decisions, analysis, recommendations and portfolio management for the African frontier markets. At the core of the platform will be a sophisticated AI trading engine that analyzes real-time market data to determine optimal buy/sell signals across multiple asset classes including stocks, cryptocurrencies and forex pairs. Advanced machine learning models will be implemented for tasks such as price prediction, sentiment analysis and risk assessment.
A natural language processing interface will allow users to chat with an AI assistant to obtain personalized investment advice and guidance. The AI will learn user profiles, risk tolerances and preferred assets over time to deliver increasingly customized suggestions and alerts. Users will benefit from around-the-clock access to actionable insights on market trends and opportunities. The AI will also automate portfolio rebalancing and continuously optimize allocations based on dynamic market conditions and individual investor needs.
Complementing the trading functionality, an intuitive dashboard will provide predictive analytics, performance attribution and risk scoring for transparency into trading decisions. Sentiment analysis of financial news and social media will add qualitative perspective. Visualizations of historical returns, current exposures and predictive charts will help users track performance.
From a technical perspective, established APIs like OpenAI and MongoDB will power the foundation. Infrastructure including WebSocket, FastAPI, Redis and PostgreSQL will enable real-time updates, robust querying
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