I’m Blake, an applied mathematician working at the intersection of neuroscience, machine learning, and software engineering. I write about probability, stochastic processes, Python tooling, and the practical side of building things with code.
About me
I have a background in mathematical neuroscience with publications on neural field models and kidney morphogenesis. These days I spend most of my time building software tools, exploring machine learning applications, and sharing what I learn along the way.
You can find me on GitHub and
LinkedIn, or reach out
via email at blZake@proZbableodyssey.blog (remove Z characters).
Selected projects
- tuner - A web app using vector databases to match music taste
- vim-chat - Asynchronous AI chat integration for Vim
- nfm-param-ranking - Using Julia to rank parameter importance in neural PDEs
- pandas-intervals - Pandas extension for vectorised interval operations
Publications
Neural Field Models: A mathematical overview and unifying framework
Modelling Cellular Interactions and Dynamics During Kidney Morphogenesis
Does my posterior look big in this?—Bayesian solutions to seizure counting problems