From EDA (Exploratory Data Analysis) to Fleet Waiting Hotspots
Starting with EDA on location and wait histories, then productizing where vehicles wait most.
Ml Articles
Posts about ml
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.
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.
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.