theAdityapandey/algo-trader-ai-brain

Algo-Trader AI Brain — Aladdin Lite

FastAPI-based Q-Learning microservice that detects market regimes and dynamically selects trading strategies.

Architecture

This service is Phase 2 of the Aladdin Lite system — a hybrid AI strategy rotator for the Algo-Trader application.

Algo-Trader (Fly.io) 
  → POST /predict with VIX, ADX, ATR% every morning
  ← Gets back { v5: bool, orb: bool } strategy weights

Algo-Trader (Fly.io)
  → POST /feedback with actual daily PnL at market close
  ← Q-table updates based on reward signal

4 Market Regimes

Endpoints

• —GET /health — Service health check
• —GET /regime — Current market regime
• —POST /predict — Get strategy recommendation for today
• —POST /feedback — Report actual PnL to update Q-table
• —GET /q-table — View current Q-table state