Andrew Stanley

Senior Data Engineer at SpotHero
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Contact Information
us****@****om
(386) 825-5501
Location
Waterloo, CA

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Experience

    • United States
    • Software Development
    • 200 - 300 Employee
    • Senior Data Engineer
      • Jan 2023 - 1 year

    • Canada
    • Technology, Information and Internet
    • Co-Founder
      • Jan 2020 - 4 years

      Waterloo, Ontario, Canada • Founded a company focused on improving digital fan engagement and experiences for sport leagues and teams through fantasy games, mobile and web applications. • Led a team of developers in launching CEBL Mobile for the Canadian Elite Basketball League; an Android and iOS app that peaked at #9 for sports in the App Store.

    • Canada
    • Information Technology & Services
    • 1 - 100 Employee
    • Director Of Engineering
      • Jan 2021 - Jan 2023

      Waterloo, Ontario, Canada • Responsible for leading a team of Data Engineers and driving Engineering growth. • Scaled the data platform to hundreds of data pipelines that process tens of terabytes of data on a daily basis. • Initiated the shift to incremental processing, reducing job execution time from hours to minutes and resulting in compute savings of ~$30,000. • Developed the framework required to create alternative ML investment strategies. • Reduced data issues by 90% through in-depth data quality… Show more • Responsible for leading a team of Data Engineers and driving Engineering growth. • Scaled the data platform to hundreds of data pipelines that process tens of terabytes of data on a daily basis. • Initiated the shift to incremental processing, reducing job execution time from hours to minutes and resulting in compute savings of ~$30,000. • Developed the framework required to create alternative ML investment strategies. • Reduced data issues by 90% through in-depth data quality checks that immediately notify the team when deviations appear in the data.

    • Data Engineer
      • Sep 2019 - Jan 2021

      Waterloo, Ontario, Canada • Developed the data platform that supports ENJINE’s ML investment algorithms. • Reduced job execution time from days to hours by changing the processing engine from Python multiprocessing to Spark, resulting in ~$80,000 of compute savings. • Designed a scalable data warehouse that replaced the inefficient Postgres implementation.

    • Canada
    • Software Development
    • 700 & Above Employee
    • Data Platform Engineer
      • Jan 2019 - Aug 2019

      Ottawa, Ontario, Canada • Responsible for delivering new features to the data modelling platform that powers analytics and machine learning across Shopify. • Developed key components in a time sensitive project that required the data platform be migrated to a multi-regional system in order to comply with GDPR regulations. • Architected and built tools to autonomously detect and suspend failing Spark jobs.

    • Technology, Information and Internet
    • Full Stack Developer
      • May 2018 - Dec 2018

      London, Ontario, Canada • Part of a team developing an investment portfolio web application. • Developed a follow portfolio feature similar to Twitter followers. • Implemented a CI/CD pipeline to deploy code to staging and production environments.

    • Insurance
    • 700 & Above Employee
    • Software Developer
      • May 2018 - Aug 2018

      London, Ontario, Canada • Part of a team developing REST and GraphQL APIs. • Developed a web application to replace the existing expense reporting solution.

    • Canada
    • Spectator Sports
    • 100 - 200 Employee
    • Information Technology Intern
      • Apr 2017 - Aug 2017

      Oakville, Ontario, Canada • Managed Windows Servers and maintained Golf Canada websites. • Developed an inventory management system to detect and alert when inventory ran low.

Education

  • Sheridan College
    Bachelor’s Degree, Computer Science
    2016 - 2020

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