Notes

šŸš§ (Mostly) Under construction šŸš§

US National Park Visits

misc
vis
As part of 2025 International Love Data Week, I participated in the Northwestern Visualization Contest.
Jan 24, 2026
6 min

PDFs and CDFs of statistical distributions

Statistics
Playing with Observable JS to see how different parameters affect PDF and CDFs of interest.
Jan 16, 2026
4 min

Hierarchical modeling with PyMC and brms

To bridge the gap between R-based research and Python-based deployment, I compared an end-to-end Bayesian workflow using PyMC + ArviZ against the brms + tidybayes + ggplot2 sā€¦
Dec 19, 2025
13 min

Signal Detection Theory (with PyMC)

Reimplemented the analysis code of Old Wine in a New Bottle

Dec 17, 2025
1 min

Poisson Disk Sampling

Some notes on Poisson disk sampling.

Nov 19, 2025
2 min

Notes on Drift Diffusion Models

statistics
decision-making

Some preliminary notes on the drift diffusion model.

Nov 5, 2025
10 min

Automatically update job application stages via Apps Script

misc
I used to manually key into a google sheets to keep track of the jobs that I applied to across companies. With the help of Apps Script life got a lot easier.
Oct 23, 2025
5 min

Skewed Generalized T Distribution and Skewed T Distribution

Statistics

Some notes on the skewed (generalized) T distribution.

Oct 14, 2025
8 min

Simple Mixture Models with brms and stan

Statistics

Fitting mixture models using brms and stan, using the old faithful eruptaion data as an example.

Oct 13, 2025
5 min

Creating music with GM package

Music

Experimenting with the GM R package to create music.

Oct 6, 2025
1 min
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