Nikhil Shingari
Senior ML Engineer @Amazon | Ex -MLE @ Nvidia | Explaining ML Without Jargon
- Role
- Senior Machine Learning Engineer at Amazon
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Nikhil Shingari
I love building machine learning systems that solve hard problems at scale. I post…
Experience
Senior Machine Learning Engineer
Feb 2022 — Present
Redefined how Amazon thinks about “good data” — shifting from “does it follow the rules” to “does it actually help us predict the right outcome.” This helped align teams across the company, cut out massive duplicate data, and shrank storage needs by over 500 terabytes.Cut the time it takes to deliver vital training data from 3 days to 1.5 days, by modernizing how we build and schedule data pipelines. Built a roadmap to keep making that data faster, fresher, and more reliable for all future models.Bridged the gap between real-time and offline systems, making it easier to trust and measure how our AI works across products.Led a team of 6 engineers to improve data quality, tracking, and transparency across Amazon’s retail machine learning efforts, making these systems easier to monitor and explain.Upgraded pricing algorithms by speeding up how pricing data is prepared and used, helping Amazon adjust to market changes more accurately and quickly
Education
The University of Texas at Austin
Master of Science - MS, Computer Science
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