Writing
All Notes
Thoughts on data science, supply chain, building products, and whatever else I'm learning.
2026 goals and aspirations
Early Warning Systems: Less Firefighting, More Control
A practical framework for detecting KPI degradation early without triggering false alarms.
From Dashboard to Decision System
How to evolve reporting into systems that explain what changed and what to do next.
Building RealEstateValueIQ
Notes on product decisions, data sources, and lessons from early user feedback.