Summary
Overview
Work History
Education
Skills
Certification
Interests
Timeline
Generic

Ed Rutter

Vancouver,BC

Summary

Senior Machine Learning Engineer with a demonstrated commitment to an enthusiastic people-centric approach, technical acumen, and extensive experience. Adept at empowering individuals and teams to drive innovation, thrive, and achieve exceptional results. Committed to leveraging ethically and responsibly applied technology to enhance lives through collaborative efforts. Demonstrates a dedication to maintaining a healthy work-life balance.

Overview

9
9
years of professional experience
1
1
Certification

Work History

Senior Machine Learning Engineer

Just Eat Takeaway.com
08.2021 - Current
  • Maintain features processing and model training pipelines in Google Cloud platform
  • Load-test, deploy, and monitor ml models at scale in AWS (SageMaker, CloudFormation, Cloudwatch)
  • Develop multi-objective optimized restaurant ranking and recommender systems (batch and online)
  • Evaluate feature engineering and challenger ML models using multivariant experimentation
  • Debug, test, deploy, and monitor public APIs at scale to multiple environments (AWS, .Net, C#)
  • Contribute to Central ML Engineering: develop ML(Ops) learning framework, hiring, and onboarding
  • Collaborate at the intersection of Product, Data Science, and Engineering to define and deliver value
  • Lead, roadmap, plan work, and manage stakeholders (filling in for absent product and tech managers)
  • Mentor internal and externals, JETfluencer (wellness advocate), and JETsetter (relocation support)
  • Establish relationships to identify opportunities, mitigate conflicts, and aid platform consolidations.

IOS Engineer

Just Eat Plc
02.2016 - 08.2021

Senior Q3 2020 - Q3 2021 Engineer Q2 2017 - Q3 2020 Associate Q1 2016 - Q2 2017
● Develop, modularise, test (unit, integration, and UI), localize, and release multi-tenant iOS apps.
● Enhance features, UX, accessibility, performance, 3rd-party integrations, and architecture.
● Lead projects and collaborate with 3rd parties (Braze, Zendesk, Applause, ThoughtWorks).
● Exemplify company culture and engineering standards on a 1-year assignment in the Sydney office.

Junior iOS Developer

Future Plc
10.2014 - 01.2016
  • Maintain and extend the interactive magazine platform, FutureFolio
  • Build iOS Benchmarker, Colour Calm coloring game & Horse Photographer Simulator.

Education

BSc Music Systems Engineering (1st Hons.)

University of The West of England
Bristol,UK
2014

Foundation Engineering

University of The West of England
Bristol, UK
2011

Skills

  • Python - SQL - TensorFlow - GCP - BigQuery - AWS - SageMaker - Apache Beam - Airflow - Jinja
  • Personalisation - Recommender Systems - Multi-armed Bandits - Ranking - Multi-objective Optimisation
  • Grafana - Kibana - Concourse - Docker - CI/CD - Jenkins - Software Engineering - Experimentation - Git
  • Swift - Objective-C - UIKit - SwiftUI - TDD - OOP - Profiling - Google Analytics- REST - Jenkins - Fastlane - Git

Certification

Grafana - Kibana - Concourse - Docker - CI/CD - Jenkins - Software Engineering - Experimentation - Git Swift - Objective-C - UIKit - SwiftUI - TDD - OOP - Profiling - Google Analytics- REST - Jenkins - Fastlane - Git Education BSc Music Systems Engineering (1st Hons.) | UWE. Bristol, UK 2011-2014 Foundation Engineering | UWE. Bristol, UK 2010-2011

Interests

  

I am an active foodie who balances my calorie intake with calisthenics, running, and snowboarding. I enjoy cooking, adventuring, reading growth, science and biographical books, photography, DJing, and music production. I also build audio tools – A/B it (iOS/macOS), MultiMap Pro (Ableton Max4Live), and Turnector (iOS).

Timeline

Senior Machine Learning Engineer

Just Eat Takeaway.com
08.2021 - Current

IOS Engineer

Just Eat Plc
02.2016 - 08.2021

Junior iOS Developer

Future Plc
10.2014 - 01.2016

BSc Music Systems Engineering (1st Hons.)

University of The West of England

Foundation Engineering

University of The West of England
Ed Rutter