Data Engineering & Integration
NextSurge Momentum Alpha
Tested market signals built from robust feature engineering.
About the Project
Feature-rich market-signal models with walk-forward testing.
Technical Overview
Data Sources
- OHLCV data
- Indicator feature sets
- Labelled trading signals
ML / NLP Stack
- LightGBM
- XGBoost with custom loss
- Ensemble models
- Walk-forward CV
Key Challenges
- Non-stationarity
- Sparse positives
- Leakage control
Interested in this solution?
Let's discuss how we can adapt this approach for your business.
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