PLATFORM LIVE
HMM · LIVEXGB · LIVEGARCH · LIVE
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Institutional-grade analytical infrastructure — out-of-sample validated ML models, real market data and integrated FIRE planning. No conflicts of interest.

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Binance live data
Win Rate
85.2%
out-of-sample backtest
Profit Factor
4.16×
PRO.MACD v116
Sharpe Ratio
1.87
12M rolling
Max Drawdown
−12.4%
Jan 22 – Dec 24
* Out-of-sample backtesting · Past results do not guarantee future returns
// PLATFORM · 6 TOOLS

EVERYTHING A
QUANT NEEDS

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SIGNAL HUD01

Real-time signals from the Decision Engine. HMM regime, market bias, confidence per asset class.

TRADE JOURNAL02

Binance Futures CSV import + manual entry. Sharpe, Max DD, Profit Factor. PDF & CSV export.

PORTFOLIO03

IBKR, Binance Spot/Futures, Fintual, Santander, Cash. Consolidated in USD/CLP in real time.

FIRE + MONTECARLO04

4% rule. 2,000 GBM trajectories. P10/P50/P90 percentiles. 20-year projection.

QUANT ENGINE05

4 ML models: HMM-01, XGB-03, STAT-05, GARCH-02. Score 0–100, net EV, Kelly fraction.

COMPARATORS06

Global ETFs, Chilean Mutual Funds CMF, Fixed Income DAP, LP DeFi PancakeSwap v3.

// QUANTITATIVE ENGINE

FOUR MODELS.
OOS VALIDATED.

Strict walk-forward testing — completely separate training and validation windows. Published metrics: accuracy, OOS Sharpe, MAE. Updated daily at NY market close.

4
LIVE MODELS
30m
REFRESH RATE
22d
ACCURACY WINDOW
ACTIVE MODELSLIVE
HMM-01
Regime Detector
91.2%
accuracy
XGB-03
Momentum Score
2.41
Sharpe
STAT-05
Pairs Trading
1.87
Sharpe
GARCH-02
Vol Forecaster
0.031
MAE
NLP-04
Sentiment Alpha
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LEGAL NOTICE: SIGMA QUANT DESK is an analytical tools platform and does not constitute financial, investment, tax or legal advice. Models, signals and analyses are for informational purposes only. Past results do not guarantee future returns. All trading involves risk of partial or total loss of invested capital. Only trade with capital you can afford to lose.