Eden Trainor

Technical Lead, Machine Learning Engineering at Compass Digital Labs
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Contact Information
Location
Greater Ottawa Metropolitan Area, CA
Languages
  • English Native or bilingual proficiency
  • French Elementary proficiency

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Experience

    • Canada
    • IT Services and IT Consulting
    • 200 - 300 Employee
    • Technical Lead, Machine Learning Engineering
      • Sep 2021 - Present

    • Data Scientist
      • Sep 2020 - Sep 2021

    • United Kingdom
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Data Scientist, Engineer
      • Sep 2018 - Sep 2020

      - Lead researcher for flagship Gallium Project, an unsupervised machine learning algorithm for time series classification - Drove tens of thousands of pounds in sales by creating and presenting multi-terabyte proof of concepts to both technical and executive audiences, showcasing effective communication and presenting skills - Used strong critical thinking and problem solving skills to rapidly prototype new ideas in Python leading to many fundamental changes to Gallium, typical agile sprint length of 2-3 weeks - Mentored 3 junior data scientists in multiple data analysis and machine learning projects - Productionized and tested Gallium in Go (Golang) - Deployed Gallium in multiple production environments including Apache Nifi, AWS - Developed multiple novel time series statistical methods for use on irregularly spaced time series data - Used tools such as Dask, Snowflake (cloud data warehouse), and Docker to create report on terabyte-sized client time series data set; feedback given as "Awesome" - Used PySpark to successfully forecast footfall for 1000+ stores for major UK high-street retailer Show less

    • United Kingdom
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • IT Support Assistant
      • Jun 2017 - Aug 2017

      ◦ Worked cohesively with a team of engineers to diagnose and remedy customers technical issues. ◦ Achieved excellent rapport with colleagues and customers, I was labelled as the engineer of preference by certain customers. ◦ Grasped the role quickly and comprehensively consequently being selected to train a group of junior employees. ◦ Took the initiative and, time permitting, expanded my role by taking on a telemarketing responsibilities. ◦ Worked cohesively with a team of engineers to diagnose and remedy customers technical issues. ◦ Achieved excellent rapport with colleagues and customers, I was labelled as the engineer of preference by certain customers. ◦ Grasped the role quickly and comprehensively consequently being selected to train a group of junior employees. ◦ Took the initiative and, time permitting, expanded my role by taking on a telemarketing responsibilities.

    • Real Estate
    • 1 - 100 Employee
    • Maths and Physics Tutor
      • Sep 2010 - Jun 2017

      I proactively organize tutorials with multiple clients which requires the flexibility to work around their schedules and individual needs.I Lead up to 3 hour tutorials with pupils from KS3 to KS5, in which, I develop strong communication skills while presenting challenging ideas to a range of abilities. I often have to take a step back and approach concepts from many different angles, this is essential to solve the problems of individual’s learning difficulties. Using these skills I've been able to take pupils from grade C to A in mathematics within a single year. Show less

Education

  • University of Oxford
    Master’s Degree, Physics
    2012 - 2015
  • University of Leeds
    Master’s Degree, Physics
    2016 - 2018
  • Charters Sixth Form College
    High School
    2010 - 2012
  • University of Leeds
    Bachelor of Science - BS, Physics

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