Why Waiting Vehicles Need Geofence Truth
Saying a vehicle is 'waiting' is not a GPS pin. Without a circle boundary and operational state, the map lies.
Fleet Articles
Posts about fleet
Telemetry Feed vs Operational State
Telemetry Feed vs Operational State — a production lesson from logistics operations platforms.
Circle Geofence Math on the Map
Circle Geofence Math on the Map — a production lesson from logistics operations platforms.
Configurable Radius Instead of Magic Numbers
Configurable Radius Instead of Magic Numbers — a production lesson from logistics operations platforms.
Ignition, Wait Reasons, and Taxonomy
Ignition, Wait Reasons, and Taxonomy — a production lesson from logistics operations platforms.
Dashboard KPIs (Key Performance Indicators) for a Waiting Fleet
Dashboard KPIs for a Waiting Fleet — a production lesson from logistics operations platforms.
Companies, Vehicles, Drivers as Booking Context
Companies, Vehicles, Drivers as Booking Context — a production lesson from logistics operations platforms.
Reports That Stitch Wait and Expedition Truth
Reports That Stitch Wait and Expedition Truth — a production lesson from logistics operations platforms.
PostGIS for Fleet and Yard Truth
PostGIS for Fleet and Yard Truth — a production lesson from an ABC Logistics backend/data platform.
MongoDB for High-Frequency Telemetry
MongoDB for High-Frequency Telemetry — a production lesson from an ABC Logistics backend/data platform.
From EDA (Exploratory Data Analysis) to Fleet Waiting Hotspots
Starting with EDA on location and wait histories, then productizing where vehicles wait most.
scikit-learn and PyTorch on Location Histories
scikit-learn and PyTorch on Location Histories — a production lesson from an ABC Logistics backend/data platform.
OSRM (Open Source Routing Machine) Shortest Path vs Driver Preferred Path
OSRM Shortest Path vs Driver Preferred Path — a production lesson from an ABC Logistics backend/data platform.
Measuring Fuel Waste and Km Extension
Measuring Fuel Waste and Km Extension — a production lesson from an ABC Logistics backend/data platform.
Quantifying Delay from Route Deviation
Quantifying Delay from Route Deviation — a production lesson from an ABC Logistics backend/data platform.
Wait Region Ranking as an ML (Machine Learning) Product
Wait Region Ranking as an ML Product — a production lesson from an ABC Logistics backend/data platform.
Closing the Loop from Model to Dispatcher
Closing the Loop from Model to Dispatcher — a production lesson from an ABC Logistics backend/data platform.