Because I don't want trading to depend on spending hours staring at charts, making repetitive decisions manually, missing opportunities, or letting emotions and inconsistency affect execution.
I’ve built and released IFM-CostIntel v1.0.0, a production-grade C11 financial intelligence engine designed to process normalized cloud billing data and transform it into deterministic, reconciled cost...
Building reliable software means designing for imperfect real-world data—not perfect demos.
This week, I upgraded our open-source cloud billing ingestion engine to handle unpredictable CSV data drift automatically through dynamic header resolution and defensive validation.
forge-stream v0.1 — Zero-Dependency CSV Streaming & Ledger Reconciliation Engine in C
Developed a zero-dependency CSV streaming library and ledger reconciliation engine written in pure C. The project replaces standard, brittle utility tokenizers with a stateless,...