Designing BayesPilot: from model training to deployment decisions
Machine Learning Systems
A note on how BayesPilot organizes model training, evaluation, and deployment decisions.
Writing
Technical notes on statistical modeling, machine learning systems, retrieval, and other work behind my projects and research.
Building a production-style Vector RAG backend
AI / Retrieval
A note on retrieval architecture, citations, and backend design for a Vector RAG system.
SDM-CAR explained: spectral structure in spatial Bayesian modeling
Statistical Research
A technical introduction to the SDM-CAR modeling idea and its spectral approach to spatial dependence.