Amazon Technologies, Inc.

Arun Kumar Galba

Leah A Thompkins

Minghao Gai

Zhiyuan Cao

A logistics system for managing a network of independent delivery partners may include models to detect delivery defects. The models may generate defect scores for each onboarded delivery partner. The system may collect delivery data to continuously update the models. The updated models may score delivery partners for early detection of delivery defects and determine remediations steps. The system may train one or more models to determine the scores based on a terminating step of the delivery steps. The scores may indicate a likelihood the terminating step was caused by intentional action or by accident. The system may determine remediations steps based on the likelihood of intentional action.

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Lake Stevens, WA, United States of America

Arun Kumar Galba