From EDA (Exploratory Data Analysis) to Fleet Waiting Hotspots
Starting with EDA on location and wait histories, then productizing where vehicles wait most.
Pytorch in Production (Pytorch)
Posts about pytorch
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.
Foundation Models for Ops Narrative Insights
Foundation Models for Ops Narrative Insights — 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.
Serving Route Intelligence to the Map UI (User Interface)
Serving Route Intelligence to the Map UI — a production lesson from an ABC Logistics backend/data platform.
Evaluating Models Without Leaking PII (Personally Identifiable Information)
Evaluating Models Without Leaking PII — 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.