I'm a machine-learning researcher and engineer with a PhD in survival analysis. I work on calibrated risk models, model validation, and production ML systems for regulated, high-stakes decisions. Recent work includes credit scoring, model monitoring, document automation with vision-language models, and retraining/backtesting pipelines. I'm interested in AI evaluation, health AI, model quality, and finance/quant ML.

I am currently taking time off before my next professional endeavor to study things I could not justify doing professionally: applications of AI to hyper-personalized medicine, experiments in agentic AI, learning to build, understand, and fly multirotor UAVs (i.e., drones), and a myriad of other riveting subjects, from late interaction retrieval to quantization.


## Latest posts


- [I don't know anything about anything.](/blog/i-dont-know-anything.md) — June 26, 2021