SHIPPED WORK2026
Multi-Agent Crypto Trading
Multiple AI agents trade the top 50 crypto tokens together · data, sentiment, news in one.
Several AI agents run in parallel: one reads data, one reads market sentiment, one runs a quant model, one verifies the decision. Works over the top 50 tokens, quantitative and qualitative. Web UI and API.
THE PROBLEM
- -A single AI is risky when it acts alone
- -Crypto is driven by sentiment and news, not only price
- -Traditional bots only see price
WHAT THE CLIENT GOT
- Decisions cross-checked from multiple angles
- Sentiment, price, and news in one system
- 24/7 trading without hand-holding
WHAT WE DELIVERED
- +Multiple AI agents for one decision
- +Quantitative + qualitative analysis
- +Top 50 tokens monitored
- +Web UI and API
STACK
- Python
- pandas
- NumPy
- scikit-learn
- LangChain
- Ollama
- SQLite
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