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target hunt
Data Scientist at ABC Commerce
Toronto, CanadaWork Experience
ABC Commerce
Jun 2022 - Present -3 yrs, 1 month
Canada
- Job Details:Built gradient‑boosted churn‑prediction model (AUC 0.88) that powers automated email retention flows, lifting MRR by 12% and saving $1.3M/yr. Designed and analyzed 20+ multivariate A/B tests on pricing and UI; recommendations drove a 6% checkout‑conversion increase. Migrated ETL pipelines to Airflow & Spark, cutting daily runtime from 3h to 40min. Mentored two junior analysts; instituted code‑review and experiment‑design playbooks.
XYZ SaaS
Jun 2020 - Jun 2022 -2 yrs
Canada
- Job Details:Created LSTM demand‑forecasting model that improved inventory accuracy by 18%. Automated KPI dashboards in Tableau for C‑suite, reducing manual reporting time by 90%. Collaborated with engineering to productionize models via Docker + SageMaker endpoints.
Education
Bachelor's Degree in Data Science
University of WalesJan 2020
Bachelor's Degree in Mathematics & Statistics
McMaster UniversityJan 2018