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Overview
Based in Toronto. I work on demand forecasting at Electronic Arts. Cut forecast error from 28% to 11% across 3402 SKUs. Replaced 74 hand-built dashboards with one metrics layer people trust. Before that: Microsoft and Bell Canada. Most at home with inventory optimisation and Prophet. Board member at a local non-profit.
Good reasons to reach out
- Questions about demand forecasting
- Second opinions on graph analytics decisions
Please don't message about
- Offshore staffing offers
- Courses and coaching offers
- SEO and link-building offers
Usually replies within a day
Skills
graph analyticstime seriesinventory optimisationPythonProphet
Experience
- Senior Data ScientistSep 2024 - PresentElectronic Arts · 2 yr 2 mo · Full-time · Toronto, ON
- Built the forecasting models now used in 10 product decisions a quarter.
- Taught SQL to 147 non-analysts.
- Data ScientistFeb 2021 - Sep 2024Microsoft · 3 yr 7 mo · Full-time · Toronto, ON
- Replaced 22 hand-built dashboards with one metrics layer people trust.
- Data ScientistOct 2018 - Feb 2021Bell Canada · 2 yr 4 mo · Full-time · Toronto, ON
- Taught SQL to 174 non-analysts.
Projects
Conference talk: lessons from forecasting
2024What went wrong and what worked while scaling demand forecasting.
Write-up: demand forecasting in practice
2023A long-form guide to demand forecasting for people starting out.
References
No references yet.
Education
- Queen's UniversityBCom, Economics2013 - 2017
Details
Compensation expectations
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