Trader AI Chatbot

Built for Cartel AI while working with Sam Digital Solutions, the product combines conversational discovery with market information.

Crypto research is fragmented across fast-moving data sources and requires a coherent information interface.

• Changing third-party market data
• Ground answers in retrieved information
• Coordinate a Next.js and Django stack

• Next.js product interface
• Django and Python backend
• Retrieval-augmented generation pipeline
• Cryptocurrency data and prediction integrations
• REST API boundary

• Crypto-focused conversational interface
• Real-time asset information
• Technical and fundamental analysis
• Prediction integrations
• Referral analytics

• Use RAG to keep responses tied to available product knowledge
• Separate the web interface and AI/data service concerns

• Presenting multiple analysis modes coherently
• Integrating changing external data sources

• Delivered an integrated crypto information and analysis product
• Combined conversational, market-data and referral workflows