Hi there 👋
I am the Chief Machine Learning Scientist at H2O.ai, the company that produces the open source, distributed machine learning platform, H2O. At H2O.ai, I lead the development of the H2O AutoML algorithm. I am also the founder of WiMLDS and co-founder of R-Ladies Global and develop ML benchmarking tools with the OpenML organization.
Selected open source software contributions 📦
Author or co-author:
- H2O: Scalable Machine Learning & AutoML Platform
- H2O AutoML Wave App: Wave App (web GUI) for H2O AutoML (Python)
- h2o4gpu: R interface for H2O4GPU, machine learning on GPUs
- rsparkling: R interface for H2O Sparkling Water, maching learning on Spark
- OpenML AutoML Benchmark: Benchmarking Framework for AutoML tools (Python)
- cvAUC: Computationally efficient confidence intervals for CV AUC estimates in R
- subsemble: R package for ensemble learning on subsets of data
- SuperLearner: R package for Super Learning (Stacked Ensembles)
- meetupr: R interface to the meetup.com API
- rHeathDataGov: R interface to the HealthData.gov Data API