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Leadership Success Story of Pratik Mayur Parekh's DoorDash ETA Transformation

Leadership Success Story of Pratik Mayur Parekh's DoorDash ETA Transformation



This story was originally published on HackerNoon at: https://hackernoon.com/leadership-success-story-of-pratik-mayur-parekhs-doordash-eta-transformation.
Pratik Parekh revolutionized DoorDash’s ETA system with real-time ML, boosting revenue, reliability, and customer trust—zero Sev-0s for over a year.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #doordash-eta-transformation, #pratik-mayur-parekh, #real-time-machine-learning, #food-delivery-optimization, #routing-engine, #fraud-detection-platform, #kafka-flink-architecture, #good-company, and more.

This story was written by: @echospiremedia. Learn more about this writer by checking @echospiremedia's about page, and for more stories, please visit hackernoon.com.

Pratik Mayur Parekh led a complete redesign of DoorDash’s ETA system using real-time machine learning, Kafka, and Flink. His leadership boosted ETA accuracy, increased checkout conversions, and achieved over 12 months with zero Sev-0 incidents. He later built a real-time fraud detection platform, saving millions annually and reducing analyst response time from days to minutes.


Published on 1 month, 1 week ago






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