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Data Scientist at ABC Commerce

Toronto, Canada

Work Experience

  • Data Scientist

    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.
  • Junior Data Scientist

    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 Wales

      Jan 2020 

    • Bachelor's Degree in Mathematics & Statistics

      McMaster University

      Jan 2018 

    Skills

    • SQL
    • Spark
    • Docker
    • Tableau
    • Power BI
    • Python (pandas, scikit‑learn, pytorch, lightgbm)
    • R
    • Airflow
    • MLFlow
    • AWS (S3, Redshift, SageMaker)
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