Quantitative ML infrastructure
TRIVMIRI
Research, validate, size and control systematic decisions from market data to simulated execution.
AI systems & technical leadership
I connect data, intelligence and software to build systems people can use—and businesses can run.
The interactive portfolio
Follow a decision, inspect the architecture, or introduce a failure and see how the system responds.
Systems command center
Choose a case study, launch a controlled mini-app, follow the data, or inspect an architecture decision.
Quantitative ML infrastructure
Research, validate, size and control systematic decisions from market data to simulated execution.
Enterprise operations platform
Unify CRM, workforce, communications and operational workflows in one controlled system.
B2B data intelligence
Turn fragmented records into resolved, enriched and explainable business priorities.
Restaurant intelligence
Translate restaurant sales and cost data into transparent menu and pricing decisions.
IoT and signal ML
Classify human activity from Wi-Fi signal disturbance without cameras or wearables.
Founder operating environment
Coordinate community programs, resources and execution through a focused operating view.
Systems Network
Select a capability to compare where it appears across independent projects.
Walk-forward folds
Evidence + review gates
Evidence + review gates
Evidence + review gates
Held-out evaluation
Evidence + review gates
CAPABILITY MAP — recurring engineering patterns across independent projects, not a single deployed platform.