Hi, I’m Amy!
I’ve always been drawn to the why behind the numbers—what’s causing a trend, what’s driving a result, and what we can do about it. That curiosity is what pulled me into math and stats in the first place, and it’s what I’ve carried into my work at Amazon and in sports modelling. I enjoy taking messy, real-world data and turning it into insights people can actually use. I’m fueled by solving complex problems and helping teams make smart, data-driven decisions.
What I Do
Machine Learning, Analytics & AI
- Predictive models using gradient boosted trees, regression, and clustering
- Monte Carlo simulations with Bayesian-derived rating systems
- Statistical testing and causal inference
- Agentic AI evaluation dataset development
Data Engineering & BI
- ETL pipeline design and optimization (AWS Redshift, Gluon)
- Dashboard development (Tableau, QuickSight, Power BI)
- End-to-end data product ownership
Projects
You can find the repos for these projects on my github As I’ve been learning more about different types of models, I thought, why not try to see how I can use logistic regression to classify my dear cat Goldie.Logistic Regression: Goldie Versus The World
Try my cryptic clues
I love Minute Cryptic and it's inspired me to try writing my own cryptic crossword clues. Give them a go!
See more about me
Take a look at my biking, hiking, favourite books and video games.