Data Scientist · ML & Causal Inference

AMY BELL

Finding the signal in messy data.

What's causing a trend, what's driving a result, and what we can do about it. I turn messy, real-world data into decisions people can act on, most recently at Amazon and in sports modelling.

Amy Bell
FIG. 01 · AMY
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What I do

ML, Analytics & AI

  • Predictive modellinggradient-boosted trees · regression · clustering
  • Monte Carlo simulationover Bayesian-derived rating systems
  • Causal inferencestatistical testing · rd · diff-in-diff
  • Agentic-AI evaluationdataset development

Data Engineering & BI

  • ETL pipeline designaws redshift · glue
  • Dashboard developmenttableau · quicksight · power bi
  • Data product ownershipend to end
  • Communicating resultsclear dashboards and writeups
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Selected work

n = 4
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Off the clock

residuals

I race bikes (a little competitively), spend too long on alpine hikes, and keep a shelf of favourite games. More about me →

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