CKAI Trading IntelligenceV3 ENHANCED

Institutional-Grade Intelligence Platform

Real-time Monitoring Active

450

Hybrid Selection

50+

Pattern Types

85%

API Efficiency

API Optimization

Processing Speed 8x Faster +800%

Efficiency Improvement 85% +65%

Error Recovery Rate 99.2%

ML Intelligence

FinBERT Sentiment Active

Regime Detection Running

Predictability Score 0.847

Real-time Sync

GitHub Sync Every 30s

System Uptime 99.8%

Data Freshness < 1min

Multi-Timeframe

Analysis Windows 4 Timeframes

Data Coverage 5d - 756d

Pattern Correlation Cross-timeframe

V3 Enhanced Intelligence Phases

Phase 1: Hybrid Data Collection

V3 ENHANCED

450 hybrid stock selection (vs 240 V2)
Multi-source data aggregation
Real-time unusual whale detection
Advanced filtering algorithms
Cross-validation data integrity

Phase 2: ML Sentiment Analysis

V3 ENHANCED

FinBERT transformer model
Multi-platform sentiment aggregation
Real-time news impact scoring
Institutional sentiment weighting
Social media trend analysis

Phase 3: Advanced Pattern Recognition

V3 ENHANCED

50+ pattern types detected
Multi-timeframe correlation analysis
Machine learning pattern validation
Predictive pattern scoring
Cross-asset pattern matching

Phase 4: Regime Detection

V3 NEW

Market regime classification
Volatility regime switching
Adaptive strategy selection
Risk regime monitoring
Regime transition prediction

Phase 5: Signal Generation

V3 ENHANCED

Multi-factor signal synthesis
Signal decay analysis
Confidence scoring system
Risk-adjusted signal weighting
Real-time signal validation

Phase 6: Portfolio Intelligence

V3 ENHANCED

Intelligent position sizing
Risk parity optimization
Correlation-based diversification
Dynamic rebalancing triggers
Performance attribution analysis

Multi-Timeframe Analysis Dashboard

Live Pattern Recognition Results

ML Models Status

FinBERT Sentiment Model ACTIVE
LSTM Price Prediction ACTIVE
Transformer Pattern Recognition ACTIVE
XGBoost Risk Assessment ACTIVE

Regime Detection

Current Regime Bull Market

Confidence 87.3%

Volatility State Moderate

Risk Level Medium

Predictability Scoring

Overall Score 0.847

Signal Quality High

Market Efficiency 0.72

Noise Ratio 0.23

Signal Distribution by Type

Performance Attribution

Signal Decay Analysis

Average Decay Rate 15.2% / day

Half-life 4.2 days

Optimal Hold Period 3-7 days

Correlation Analysis

Cross-Asset Correlation 0.34

Sector Correlation 0.67

Market Beta 1.12

Error Recovery System

Recovery Success Rate 99.2%

Mean Recovery Time 1.3s

Retry Attempts 3.2 avg

System Performance

Processing Latency 127ms

Memory Usage 2.4GB

CPU Utilization 23%