Blog Posts

Here are some things that I've found interesting and have written about.

Bayesian Statistics

• Conjugate Priors

Config Files

• Project-Level IPython Startup Scripts
• Pydantic for Configs

Data Analysis

• Extending Pandas
• Iteration Pattern
• Why Pearson φ Fails for Tweedie Pure Premiums (and How Bayesian PPC Fixes It)
• Working within Docker container

Design Patterns

• Iteration Pattern
• Strategy Pattern for Flexible Solutions

Development

• Project-Level IPython Startup Scripts
• Working within Docker container

Docker

• Working within Docker container

Documentation

• Automate marimo Notebook Documentation
• MkDocs and GitHub Pages

GitHub Actions

• Automate marimo Notebook Documentation

Insurance

• Why Pearson φ Fails for Tweedie Pure Premiums (and How Bayesian PPC Fixes It)

Marketing

• Strategy Pattern for Flexible Solutions

Pandas

• Extending Pandas

PyMC

• Strategy Pattern for Flexible Solutions
• Why Pearson φ Fails for Tweedie Pure Premiums (and How Bayesian PPC Fixes It)

Python

• Automate marimo Notebook Documentation
• Conjugate Priors
• Debugging with pytest
• Extending Pandas
• Iteration Pattern
• MkDocs and GitHub Pages
• My Favorite Python builtin: pathlib
• Project-Level IPython Startup Scripts
• Pydantic for Configs
• Strategy Pattern for Flexible Solutions
• Why Pearson φ Fails for Tweedie Pure Premiums (and How Bayesian PPC Fixes It)

Standard Library

• My Favorite Python builtin: pathlib

Testing

• Debugging with pytest