selected work
FreshLogic
Food-spoilage risk, weather and routing for agricultural transport.
The question
What might happen to a perishable crop between pickup and delivery?
The build
FreshLogic combines weather telemetry, route information and machine-learning models to explore spoilage risk in transit.
The details
A regression model estimates risk; a classifier adds a safety check. Maps and routing connect that analysis to the journey.