Portfolio

Here you can find some of my work, organized by topic.

Machine Learning

  • Heuristics for setting sparse Dirichlet priors. Technical blog post about principled heuristics for setting sparse concentration parameters of symmetric Dirichlet distributions, for example in topic modeling or Dirichlet noise in AlphaZero.
  • MCTS Playground. Framework for prototyping MCTS-based deep learning algorithms, with focus on clarity and ease of experimentation.

Software development

  • Quereada. Hybrid desktop/web app for creating customizable content feeds with real-time topic filters. There is an online demo, but it may take a minute to load if the server is asleep.
  • Numerous small projects on GitHub, such as YAML Resume (which I blogged about here).

Number theory

  • The Moduli of Breuil-Kisin Modules with Descent Data for Reductive Groups. PhD Thesis. Available on ProQuest. There is also an arXiv version.
  • Functions on Irreducible Components of the Emerton–Gee Stack, with Louis Jaburi, Rachel Knak, Hao Lee, and Shenrong Wang. Preprint (submitted). Available on arXiv.

Topology