NOTES / IDEAS / ENGINEERING PERSPECTIVES
How I think about difficult problems.
A collection of high-level perspectives on engineering, optimization, geospatial intelligence and AI-assisted problem solving. No proprietary code or sensitive implementation details.
01 / Decision Science
Thinking in Constraints
Why defining what a system must respect is often more valuable than choosing the trendiest algorithm.
READ NOTE ↗02 / Geospatial EngineeringFrom Geospatial Data to Decisions
Maps are useful. The real value appears when spatial information changes operational decisions.
READ NOTE ↗03 / PerspectiveAI as an Engineering Multiplier
How AI increases what an experienced, hands-on engineer can deliver without replacing technical judgement.
READ NOTE ↗04 / Solution ArchitectureFrom Model to Working Product
Why valuable AI work depends on integration, resilience, usability and the details surrounding the model.
READ NOTE ↗