Skip to main content

Platform

The infrastructure behind every decision.

BabahAlgo is a quantitative trading platform combining multi-strategy execution, AI-driven analysis, and institutional-grade risk management into a single, auditable pipeline.

Foundation

Three pillars

The platform is organized around three foundational disciplines. Each operates independently but reinforces the others.

Strategy Framework

Six independently validated strategies spanning Smart Money Concepts, Wyckoff accumulation-distribution, Astronacci harmonic geometry, AI-driven momentum, energy-sector macro plays, and multi-day SMC swing positioning. Each strategy operates on a strict multi-timeframe confluence model.

Learn more

Technology Stack

A purpose-built execution pipeline anchored by Gemini 2.5 Flash for real-time analysis and confidence scoring, a ZeroMQ bridge delivering sub-2ms order routing, and MetaTrader 5 for broker connectivity. The entire stack runs on isolated VPS infrastructure behind Cloudflare Tunnel.

Learn more

Risk Discipline

Capital preservation is not a feature — it is the architecture. Twelve independent risk layers operate simultaneously: dynamic lot sizing, catastrophic breakers, daily loss limits, spread guards, news blackout windows, session drawdown monitors, and more.

Learn more

Architecture

Execution pipeline

Every trade follows a deterministic pipeline with no manual intervention.

1.
Market DataReal-time tick aggregation and candle construction
2.
AI AdvisorGemini 2.5 Flash analysis, confidence scoring, bias
3.
Strategy EngineMulti-timeframe confluence across active strategies
4.
Risk Filter12-layer validation: lot sizing, drawdown, spread, session
5.
ZeroMQ BridgeSub-2ms order serialization and transmission
6.
MetaTrader 5Order execution via broker liquidity pool
7.
BrokerFill confirmation, position tracking, equity reconciliation

Coverage

Instruments

14 instruments across four asset classes, selected for liquidity depth, spread efficiency, and strategy compatibility.

TickerAsset ClassStatus
EURUSDForexActive
GBPUSDForexActive
USDJPYForexActive
AUDUSDForexActive
USDCHFForexActive
NZDUSDForexActive
USDCADForexActive
XAUUSDMetalsActive
XAGUSDMetalsActive
USOILEnergyActive
UKOILEnergyActive
XNGUSDEnergyActive
BTCUSDCryptoActive
ETHUSDCryptoActive
View detailed specifications

Documents

Documentation

Methodology PDF

Complete description of strategy logic, entry/exit criteria, backtesting methodology, and walk-forward validation results.

Coming soon

Technical Whitepaper

Infrastructure architecture, security model, execution latency benchmarks, and risk framework formal specification.

Coming soon