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.