GeoAI & spatial machine learning
Apply machine learning with spatial context in mind—from feature engineering and model development to evaluation and clear, decision-ready results.
GEOSPATIAL CONSULTING · RAPID SOFTWARE DEVELOPMENT
From a hard geospatial question to a working answer. ToblerGIS combines rigorous spatial analysis with fast, practical software development.
WHAT I DO
Specialist analysis and purpose-built software, shaped around the question you need to answer.
Apply machine learning with spatial context in mind—from feature engineering and model development to evaluation and clear, decision-ready results.
Build dependable geospatial workflows, automate analysis and turn complex location data into useful maps and answers.
Work with satellite and airborne observations to measure change, map patterns and connect imagery with the questions behind it.
Understand spatial variability, quantify uncertainty and create defensible estimates from spatially distributed observations.
FROM IDEA TO WORKING TOOL
When off-the-shelf tools do not quite fit, I develop focused geospatial software around your data and workflow. Start with a small, useful version; learn from it; then build on what works.
Frame the question
Clarify the decision, users, data and constraints.
Build a working version
Test the core analysis or workflow with real data.
Refine for use
Improve, document and hand over a tool your team can use.
ABOUT TOBLERGIS
ToblerGIS is the geospatial consulting and software practice of Tobler Consultant LLC. It brings together spatial analysis and rapid software development to help make challenging geospatial work more understandable and useful.
Engagements can focus on a defined analysis, a prototype, an automated workflow or a custom application. Scope is shaped around your goals, available data and timeline.
Tell me what you’re working onHAVE A GEOSPATIAL CHALLENGE?
Share the question, data or workflow you have in mind. We can start with a short conversation about fit and next steps.
Start a conversation