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Aditya Kumar

Software Engineer at Amazon | Machine Learning

Role
Software Development Engineer at Amazon
Location
Seattle, WA, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Aditya Kumar

At Amazon Prime Video, the team and I are pioneering machine learning models to personalize content delivery, enhancing the viewing experience for a global audience. Our work includes developing robust infrastructure and scalable services, ensuring low-latency recommendations that are as timely as they are relevant.Our accomplishments include foundational systems for the Prime Video Recommendation Engine and streamlined processes for data handling tailored for rapid experimentation. With a strong command of Java and Python, my contribution is pivotal in driving strategic personalization and setting a new standard in customer-centric innovation.

Experience

  1. Software Development Engineer

    Amazon

    Mar 2020 — Present · Seattle, WA, US

    Currently working with Amazon prime video team on building multiple machine learning models that can help in promoting the right content to the right customer at the right time on prime video page- Creating foundational infrastructure and scheduling systems for the Prime Video Recommendation Engine- Designing processes for data ingestion, processing, attribution, and machine learning model training to facilitate quicker iterations for experimentation- Establishing platforms to conduct scalable inference across various territories and regions- Crafting online services capable of delivering recommendations to high-throughput systems with low-latency demands.Previously worked in the AWS Kinesis Data Firehose, a data streaming AWS service enable AWS customers to deliver streaming data to multiple destinations like S3, Redshift, Elastic search, Splunk etc.https://aws.amazon.com/kinesis/

Education

  • Uttarakhand Technical University

    Bachelor of Technology (B.Tech.), Computer Science

    2007 — 2011

  • Northwestern University

    Master's degree, Information Technology

    2018 — 2020

Skills

  • Java
  • Core Java
  • C
  • Jsp
  • Java Enterprise Edition
  • Data Structures
  • Ejb
  • Jsf
  • Servlets
  • Shell Scripting
  • Jms
  • Algorithms
  • Selenium
  • Junit
  • Windows
  • Pl/Sql
  • Sql
  • C++
  • Html
  • Pentaho
  • Jaxb
  • Etl Tools
  • Data Migration
  • Oracle Sql Developer
  • Testing
  • Spring

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