Career Goals
- Improve the world according to my Codex Vitae.
- Use AI & data to solve interesting problems.
- Never be the smartest person in the room.
- Lead great teams.
- Grow and learn through my work.
Technical Skills
- Languages: Python, Ruby, SQL
- Frameworks: dbt, Spark, Rails
- Cloud Tools: GCP, AWS, Oracle, Cloudflare, Tailscale
- Other: Nginx, Linux, Docker
- Hobby: Home Assistant, ESP32, Software-Defined Radios
Work History
Shopify (Jul 2019 – Present) • Canada (Remote)
Senior Machine Learning Engineer (Dec 2024 – Present)
- Building tools for the Data Team to reduce human toil.
Senior Analytics Engineer (Feb 2023 – Dec 2024)
Parental Leave (Dec 2021 - Feb 2023)
- Learning.
Senior Data Scientist (Jul 2019 – Dec 2021)
- Leading the excellent Prodeng Data Science Team.
- Forecasting BFCM infrastructure requirements.
- Making recommendations to balance request loads.
CEO & Founder • Memair (Nov 2018 – Jul 2019) • Ottawa, Canada
- Empowering humans by using business analytics & data science techniques on their own data.
- Learning how to run a business.
- Working with Rails, Python, GraphQL, React, Flutter, & Javascript on Google Cloud, Heroku, & physical servers.
Sailing Sabbatical (Sep 2017 – Sep 2018) • Canada, USA, & The Bahamas
- Sailing SV Catsaway from Kingston, Ontario, to the Bahamas and back.
- Produced a YouTube series documenting our adventure, honing video communication skills.
- Hacking on a few (mostly boat-related) projects.
Data Engineer • Shopify (Sep 2013 – Sep 2017) • Ottawa, Canada
- Data modeling, reporting, experimenting, & machine learning.
- Mainly working in Python & Ruby with Spark, PrestoDB, & Rails.
Instructor • Upward Dog Yoga Centre (Jul 2014 – Mar 2020) • Ottawa, Canada
- Teaching Acroyoga as part of SmileyOm.
Data Specialist • Amnesty International (Mar 2012 – Sep 2013) • Sydney, Australia & Ottawa, Canada
- Project management for supporter database.
- Mainly working with Rails & SQL.
Communications • Australian Army (Jul 2004 – Nov 2012) • Australia
- Peacemaking tour in Afghanistan 🇦🇫.
- Peacekeeping tour in Solomon Islands 🇸🇧.
Education
Bachelor’s Degree • Murdoch University (Feb 2008 - Mar 2011) • Australia (Remote)
- Terrorism, counter-terrorism, and security.
Home Office
Connection:
3Gbps ⬆️⬇️ fiber Internet
Ubiquiti networking equipment with ethernet to office
5G cellular & 1hr UPS redundancy
Residence: Prince Edward County, Ontario, Canada
🏢 10mins to co-working spaces
🚗 15mins to 401 highway
🚊 15mins to Belleville Via Rail station
✈️ 2hrs to Toronto Pearson International Airport
Timezone: Eastern Standard Time (UTC−05:00)
Workable hours:
PST: 04:00 - 13:30 PST
EST: 07:00 - 16:30 EST
UTC: 12:00 - 21:30 UTC
Security Clearance
🇨🇦 Government of Canada Security Clearance
Level: Enhanced Reliability
File Number: 96200871-0002397761
Expiry Date: April 4, 2029
🇦🇺 Australian Government Security Clearance
Level: Top Secret Negative Vetting
Status: Lapsed
Citizenships
🇦🇺 Australian
🇨🇦 Canadian
🇮🇪 Irish (🇪🇺EU)
🇬🇧 British
Signature
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- /résumé
comments: False
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licence: Creative Commons
title: Résumé
clippy_help: It looks like you're trying to hire Greg. Consider paying him in cheese 🧀 It's his favourite food!
- ---
## Career Goals
* Improve the world according to my [Codex Vitae](/codex).
* Use AI & data to solve interesting problems.
* Never be the smartest person in the room.
* Lead great teams.
* Grow and learn through my work.
## Technical Skills
* **Languages:** Python, Ruby, SQL
* **Frameworks:** dbt, Spark, Rails
* **Cloud Tools:** GCP, AWS, Oracle, Cloudflare, Tailscale
* **Other:** Nginx, Linux, Docker
* **Hobby:** Home Assistant, ESP32, Software-Defined Radios
## Work History
### Shopify (Jul 2019 – Present) • Canada (Remote)
#### **Senior Machine Learning Engineer** (Dec 2024 – Present)
* Building tools for the Data Team to reduce human toil.
#### **Senior Analytics Engineer** (Feb 2023 – Dec 2024)
* Migrating our Data Warehouse from [Spark](https://spark.apache.org/) to [dbt](https://www.getdbt.com/) on [GCP](https://cloud.google.com/).
#### **Parental Leave** (Dec 2021 - Feb 2023)
* Learning.
#### **Senior Data Scientist** (Jul 2019 – Dec 2021)
* Leading the excellent Prodeng Data Science Team.
* [Forecasting BFCM infrastructure requirements](https://shopify.engineering/capacity-planning-shopify).
* Making recommendations to balance request loads.
### CEO & Founder • Memair (Nov 2018 – Jul 2019) • Ottawa, Canada
* Empowering humans by using business analytics & data science techniques on their own data.
* Learning how to run a business.
* Working with [Rails](https://rubygems.org/profiles/gregology), [Python](https://pypi.org/user/gregology/), [GraphQL](https://memair.com/graphiql), [React](https://memair.com/player), [Flutter](https://flutter.dev/), & [Javascript](https://www.npmjs.com/~gregology) on Google Cloud, Heroku, & physical servers.
### Sailing Sabbatical (Sep 2017 – Sep 2018) • Canada, USA, & The Bahamas
* Sailing [SV Catsaway](https://SVCatsaway.com) from Kingston, Ontario, to the Bahamas and back.
* Produced a [YouTube series](https://YouTube.com/SVCatsaway) documenting our adventure, honing video communication skills.
* Hacking on a few (mostly boat-related) [projects](/packages).
### Data Engineer • Shopify (Sep 2013 – Sep 2017) • Ottawa, Canada
* Data modeling, reporting, experimenting, & machine learning.
* Mainly working in [Python](https://pypi.org/user/gregology/) & [Ruby](https://rubygems.org/profiles/gregology) with [Spark](https://spark.apache.org/docs/latest/api/python/), [PrestoDB](https://prestodb.io), & [Rails](https://rubyonrails.org/).
### Instructor • Upward Dog Yoga Centre (Jul 2014 – Mar 2020) • Ottawa, Canada
* Teaching Acroyoga as part of [SmileyOm](https://smileyom.com).
### Data Specialist • Amnesty International (Mar 2012 – Sep 2013) • Sydney, Australia & Ottawa, Canada
* Project management for supporter database.
* Mainly working with [Rails](http://rubyonrails.org/) & SQL.
### Communications • Australian Army (Jul 2004 – Nov 2012) • Australia
* Peacemaking tour in [Afghanistan](/2020/07/publishing-afghanistan-posts/) 🇦🇫.
* Peacekeeping tour in [Solomon Islands](/2009/02/tongans-belgiums-and-the-jungle/) 🇸🇧.
## Education
### Bachelor's Degree • Murdoch University (Feb 2008 - Mar 2011) • Australia (Remote)
* Terrorism, counter-terrorism, and security.
## Home Office
Connection:
3Gbps ⬆️⬇️ fiber Internet
Ubiquiti networking equipment with ethernet to office
5G cellular & 1hr UPS redundancy
Residence: [Prince Edward County, Ontario, Canada](https://goo.gl/maps/EkoPgT1Gz5cgUcTg6)
🏢 10mins to co-working spaces
🚗 15mins to 401 highway
🚊 15mins to Belleville Via Rail station
✈️ 2hrs to Toronto Pearson International Airport
Timezone: [Eastern Standard Time](https://time.is/EST) (UTC−05:00)
Workable hours:
**PST:** 04:00 - 13:30 PST
**EST:** 07:00 - 16:30 EST
**UTC:** 12:00 - 21:30 UTC
## Security Clearance
🇨🇦 Government of Canada Security Clearance
**Level:** Enhanced Reliability
**File Number:** 96200871-0002397761
**Expiry Date:** April 4, 2029
🇦🇺 Australian Government Security Clearance
**Level:** Top Secret Negative Vetting
**Status:** Lapsed
## Citizenships
🇦🇺 Australian
🇨🇦 Canadian
🇮🇪 Irish (🇪🇺EU)
🇬🇧 British
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Verify
curl https://gregology.net/public_key | gpg --import
curl https://raw.gregology.net/resume.md.asc | gpg --verify