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Overview
Based in Toronto. I work on credit risk modelling at Shopify. Replaced 109 hand-built dashboards with one metrics layer people trust. Taught SQL to 59 non-analysts. Previously at Electronic Arts. Open-source contributor on weekends.
Good reasons to reach out
- Speaking or podcast invitations
- Questions about credit risk modelling
Please don't message about
- SEO and link-building offers
- Courses and coaching offers
Best reached early in the week
Skills
model governancecredit scoringXGBoostSQLPythonsurvival analysis
Experience
- Data ScientistOct 2022 - PresentShopify · 4 yr 1 mo · Full-time · Toronto, ON
- Took the risk models through 3 regulatory model reviews.
- Built the scorecard that lifted approval rates by 4% at flat losses.
- Data AnalystOct 2021 - Oct 2022Electronic Arts · 1 yr · Full-time · Toronto, ON
- Taught SQL to 50 non-analysts.
Projects
Credit risk modelling benchmark
2024Reproducible benchmarks comparing survival analysis and credit scoring on real workloads.
References
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Education
- Ivey Business SchoolMBA, Business Administration2021 - 2023
- OCAD UniversityBDes, Mathematics2016 - 2020
Details
Compensation expectations
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