Blog
2026-02-12
Streaming vs. Batch Analytics: Why Trading Firms Need Both
The industry frames streaming and batch as an either-or choice. We argue that the real advantage lies in a unified architecture that does both seamlessly.
Read more →2025-10-28
Making Alternative Data Research-Ready
Alternative data is rich with signal, but raw feeds are messy. We walk through the data engineering pipeline that turns satellite images and shipping logs into tradeable features.
Read more →2026-03-15
Building ML Models That Survive Regime Changes
Most ML models in finance fail when market conditions shift. We share three architectural patterns that make models more robust to regime changes.
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