Method
Ingest
Multi-source market/alt data, cleaning, leakage checks.
Model
Feature pipelines, regime detection, risk models.
Validate
Walk-forward/out-of-sample, Monte Carlo, T-costs, capacity.
Deploy
Signal API or executable algos, monitoring, drift alarms.