I'm a data scientist interested in causal inference, bayesian modeling, experimentation.
Some research areas I'm interested in are
- Bayesian Networks for causal reasoning
- Combining ML and statistics with non-parametric latent models mapped to parameteric output models
- Personalized treatment effect estimation
- Surrogate Indexes for decisioning on long-term outcomes sooner
Personal Website: kylejcaron.github.io