Quant Research Console

Trading logic, data flow, and model evidence.

A compact view of the actual pipeline: candle ingestion, macro context, feature engineering, factor scoring, validation, and IBKR execution readiness.

Runtimedegraded

Databaseonline

IBKRContact admin: [email protected]

Kill switchoff

Candles

120 bars

OHLCV source for AAPL. Last feature timestamp: Jul 27, 04:00 AM.

Macro

Neutral

Market score 0.71 with VIX 18.7.

Analysis Tools

75 scored

Universe filter selected 50 from 76 candidates.

Machine Learning

research

1000 tracked signals, 5D hit rate 0.0%.

Dashboard

8 live signals

Risk budget 82.0%, exposure 20.4%.

Candlestick Workbench

AAPL price structure

Ticker

AAPL

$336.91+3.89 (+1.17%)

candles · zoom · pan

CandlesEMA 20EMA 50EMA 200

Feature Engine

Current feature vector

21D return22.4%

RSI 1467.3

vs EMA205.1%

vs EMA20018.0%

55D range96.0%

55D high gap0.8%

Factor Model

Setup decomposition

Trend

0.70

Momentum

0.78

Relative strength

0.83

Accumulation

0.85

Breakout

0.84

Candle quality

0.65

Pullback

0.57

Volatility quality

0.68

Macro Inputs

Regime context

Market regimeNeutral

Composite score 0.71

Breadth100.0%

Share of core risk assets holding trend.

Tech leadership-7.7%

QQQ, SMH, and XLK leadership versus SPY.

VIX score80.0%

Raw VIX 18.7

Macro adjustment0.00

FRED macro penalty applied.

10Y Treasury yield4.712026-07-23T00:00:00

Yield curve 10Y-2Y0.362026-07-24T00:00:00

Yield curve 10Y-3M0.732026-07-24T00:00:00

High-yield spread2.772026-07-23T00:00:00

Trade-weighted dollar120.532026-07-17T00:00:00

ML / Validation

Research feedback loop

Model stagetracking

Signals are snapshotted and later scored against forward returns.

Active snapshots1000

Generated signals currently under validation.

Validated 5D0

Requires enough future bars after each signal.

Promotion gatenot passed

0 / 0 holdouts qualified.

Objective-

Avg 180D-

Min 180D-

Holdouts0

5D samples0

5D avg0.0%

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