Projects/Trading AI Lab

Present

DEVELOPMENTv0.4.199.2% uptimeEU-WEST-1

Trading AI Lab

Live signal stream and backtesting playground

Live signal feed, LSTM confidence scores, and backtesting interface for the quantitative trading engine.

Python 3.12FastAPITensorFlowPandasPostgreSQL

Interactive Demo Architecture

Project Statsdevelopment

847

Signals / day

73.4%

Signal accuracy

12ms

Execution latency

38

Open positions

Interactive Demo

Trading AI Lab · v0.4.1development

SYNTHETIC FEED · TICK 0

HOLD

Last Price

101.90

Confidence

67%

Cycle

1.4s

Synthetic execution feed · signal engine running in simulation mode

System Architecture

Tech Stack

Python 3.12runtime

FastAPIruntime

TensorFlowml

Pandasml

PostgreSQLdata

Redisdata

Dockerinfra

WebSocketprotocol

Development Roadmap

Roadmap

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Signal Core

LSTM price prediction

Momentum indicators

Risk engine v1

◉

Live Execution

Broker API integration

Real-time WebSocket feed

Portfolio state management

○

Multi-Asset

Crypto pairs

Cross-asset correlation

Dynamic rebalancing

○

RL Agent

Reinforcement learning loop

Self-tuning thresholds

Adversarial backtesting