Agentic Crypto Trading System
7 concurrent LLM agents competing in live crypto markets
Personal Project
Overview
Architected a multi-agent trading system running 7 concurrent pods on GKE, each powered by a distinct LLM (GPT-4o, Claude, Gemini, Deepseek, Grok, + rule-based baseline) enabling robust ensemble decision-making. Features a multi-agent debate mechanism where AI agents reach consensus through structured argumentation before executing trades.
Highlights
- 7 concurrent agents: GPT-4o, Claude, Gemini, Deepseek, Grok, baseline
- Multi-agent debate for trade consensus via structured argumentation
- Real-time RSI, EMA, VWAP, regime detection, sentiment analysis
- Day trading engine with stop-loss, take-profit, trailing stops, fee-aware filtering
- Deployed via Helm to GKE with Terraform IaC and Artifact Registry CI/CD