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min-max-optimization

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Unsupervised learning coupled with applied factor analysis to the five-factor model (FFM), a taxonomy for personality traits used to describe the human personality and psyche, via descriptors of common language and not on neuropsychological experiments. Used kmeans clustering and feature scaling (min-max normalization).

  • Updated Jun 19, 2021
  • Jupyter Notebook

It is crucial in today’s last-mile delivery ecosystem to optimize for speed, and cost efficiencies. Smarter algorithms play a crucial role in the ecommerce marketplace deliveries. We need to group/batch the delivery of multiple items to the same rider without losing time. Implemented using rule based and clustering algorithm.

  • Updated Mar 2, 2024
  • Python

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