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Profile

Bradley Pfeil

I’m a data scientist who likes decision-making under uncertainty, and then building systems to make those decisions. Most of my work sits at the intersection of dynamic pricing, optimisation, and cloud infrastructure.

I enjoy problems where the model is only half the battle; the rest is understanding how it behaves in the real world. I care a lot about clean abstractions, reproducibility, and knowing why something works.

PythonSQLPyTorchSparkAWSMLOpsOptimizationLLMs
Snapshot
Current role
Data Scientist for Streamline
Impact focus
Dynamic solving + inference speed
Style
Pragmatic research → production

Strengths

  • End-to-end ML/DS work: data → modelling → deployment → monitoring
  • Systems thinking: bottlenecks, profiling, and cost/perf tradeoffs

What you’ll find here

  • Projects: A few of my recent personal projects with summaries. Checkout my GitHub for more.
  • Playground: interactive Data Science mini-labs.
  • Resume: quick scan plus download link.