Anonymized case snapshots demonstrating our work across industries
Helped a digital asset firm with >$500M AUM streamline data ingestion and trading KPIs, improving visibility into P&L drivers and operational performance across venues.
Led the development of a potash price forecasting tool, combining econometrics and ML, reducing forecast error from ~20% to ~5% MAPE and lowering cashflow stress by tens of millions per month.
Managed digital transformation initiatives (digital forms, dashboards, automation) and computer-vision pilots for loadout safety across multiple mine sites, improving reporting, communication, and operational KPIs.
Designed and implemented end-to-end trading systems for FX, equities, options, and crypto, including real-time data servers, execution bots, and risk routines; delivered reusable components that shortened time-to-market for new strategies.
We don't just deliver reports — we build working systems that integrate with your stack and show up in your metrics.
Our unique background spans trading, industrial operations, and data engineering — so we speak your language, whatever industry you're in.
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