Predicting Package Surcharges via Image Classification

Project Info:

This work consists of building an image classification model via TensorFlow to predict a required package surcharge for all non-conveyable FedEx Ground and FedEx Express packages. This project has an associated cost savings of $3M, due to the reduction of labor needed to manually determine required surcharges.

Project Details:

  • Technologies:GCP - Vertex AI, Python - OpenCV, Tensorflow, Azure Databricks, MlFLow
  • Quantified Impact:3M+ in estimated savings upon production
  • Date:Aug. 2022 - May 2023