Built ML model pipeline for Shipping Prices by Vaibhav MalhotraBuilt ML model pipeline for Shipping Prices by Vaibhav Malhotra

Built ML model pipeline for Shipping Prices

Vaibhav Malhotra

Vaibhav Malhotra

"Streamlining Delivery Price Calculations at Amazon"

In my role as an SDEat Amazon, I partnered with the Data Scientists to address a redundancy issue in delivery price calculations. We noticed certain ship offers required repeated computations, leading to identical delivery prices.

Problem

The repeated calculations for the same delivery prices resulted in unnecessary latency for our services. This slowed down the overall process and led to inefficiency in our operations.

My Contributions

Using my skills in Java and AWS, I worked closely with the AI team to build a pipeline. This pipeline trained our AI model to predict delivery prices for frequently seen ShipOptions, enabling quick delivery price vend.

Outcomes

With the new AI model pipeline, we managed to significantly reduce service latency as we no longer had to call our dependent services and perform complex calculations. This not only sped up our operations but also enhanced the efficiency of our delivery pricing system.
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Posted Jan 9, 2024

ML model pipeline for reducing latency for calculating shipping prices in Amazon.com